A SOCIOPHONETIC ANALYSIS OF L2 SUBSTITUTION SOUNDS OF AMERICAN ENGLISH INTERDENTAL FRICATIVES
B.A., Wright State University, 2009
Submitted in Partial Fulfillment of the Requirements for the
Master of Arts Degree.
Department of Linguistics
in the Graduate School
Southern Illinois University Carbondale
AN ABSTRACT OF THE THESIS OF
Andrew Seibert, for the Master of Arts degree in Applied Linguistics/TESOL, presented on May 5, 2011, at Southern Illinois University Carbondale.
title: A SOCIOPHONETIC ANALYSIS OF L2 SUBSTITUTION SOUNDS OF AMERICAN ENGLISH INTERDENTAL FRICATIVES
Previous research done in sociophonetic variation of second language speakers has often looked at constraints of formality affecting degree of foreign accent and how this degree of formality can have effects on what speaking styles speakers choose to employ. Furthermore, other social constraints of convergence and divergence of speech affect speaker speaking style. However, no known previous research has examined interdental fricative /θ ð/ substitution based on each speaker’s interlocutor. This study explores second language speakers’ English interdental fricative substitution sounds in terms of sociophonetic variation of formality and speaker interlocutor(s). Five native language pairs of Arabic, Cantonese, French, Portuguese, and Vietnamese origin were part of the study, comprising ten participants in total. The study finds age of English onset, as verified by the literature, to be the most determining factor for accurate articulation of these marked fricatives. However, other constraints for substitution choice are at hand including phonological limitations and estimated linguistic experience based on demographic information given by survey participants. The primary aim of the study is to associate some of the interdental fricative substitutions with a social variable. Data for the study include recordings of each participant reading a poem by him/herself, a dialogue with the other same native language participant, and a dialogue with a native speaker of American English. The data analysis examined the replacement sounds in terms of native language background, linguistic experience variables, and phonological constraints. In addition, quantities and ratios of specific replacement sounds for each participant per recording and per native language pair were compared and contrasted to find if speech accommodation theory (SAT), as proposed by Giles et al. (1991), played a role in any of the participants’ choices for substitution. The study finds both convergence and divergence of interdental fricative substitutions to be characteristic of speakers with less linguistic experience in English. An additional stronger finding is that most participants’ most common sound substitutions for the voiced and voiceless interdental fricatives were independent in place and manner, the voiced most commonly replaced by dental and alveolar plosives [ḏ d] and the voiceless most commonly replaced by labiodental fricative [f], which could be an indication of each fricative’s acoustic and phonemic representation in each non-native speaker’s phonological component, supported by findings of Brannen (2002). Some literature suggests that varying values of [continuant] in speakers’ native languages are the means by which speakers choose the replacement sounds they do. However, such an explanation cannot be the only valid one when inherent variability comes into play and different places and manners of articulation are chosen for both interdental fricatives.
Keywords: L2 acquisition, Degree of foreign accent, The Critical Period Hypothesis, Stabilization, Markedness, Accommodation Theory, L1 transfer
TABLE OF CONTENTS
LIST OF TABLES ………………………………………………………………………………………..vi
CHAPTER 1 – Introduction and Literature Review …………………………………………………..1
1.1 – Accommodation Theory ………………………………………………………………………1
1.2 Linguistic/Social Category………………………………………………………………………4
1.3 Foreign Accent In An L2 ……………………………………………………………………….5
1.4 English Interdental Fricatives ……………………………………………………………….12
1.4.1 Predicted Participant Substitution & Hypothesis ………………………..15
CHAPTER 2 – Procedure ……………………………………………………………………………………..17
2.1 – Participants ………………………………………………………………………………………20
2.2 – Instrument Description ………………………………………………………………………22
CHAPTER 3 – Phonetic Data Analysis ………………………………………………………………….25
3.1 – Phonological Processes Governing Substitution ……………………………………29
3.2 – Word Place Governing Substitution …………………………………………………….33
3.3 – Data Cumulatively …………………………………………………………………………….35
CHAPTER 4 – Sociophonetic Data Analysis & Discussion ………………………………………46
4.1 – Substitutions Per Social Realm …………………………………………………………..47
4.2 – Accurate Articulation V. Demographic Information ………………………………51
4.3 – Substitutions Per Speaker …………………………………………………………………..54
4.3.1 – Arabic Speakers ………………………………………………………………….55
4.3.2 – Cantonese Speakers …………………………………………………………….57
4.3.3 – French Speakers ………………………………………………………………….60
4.3.4 – Portuguese Speakers ……………………………………………………………63
4.3.5 – Vietnamese Speakers …………………………………………………………..66
4.4 – Accurate Articulation V. Realms of Varying Formality …………………………69
4.5 Hypothesis Revisited …………………………………………………………………………..70
4.6 Discussion Results ………………………………………………………………………………70
CHAPTER 5 – Conclusion …………………………………………………………………………………..74
5.1 Limitations …………………………………………………………………………………………75
5.2 Areas of Further Research ……………………………………………………………………78
Appendix A – Instruments ……………………………………………………………………………………88
Appendix B – Data ……………………………………………………………………………………………..91
LIST OF TABLES
4.1.1 Voiceless replacement sounds in Monologue Reading……….. 47
4.1.2 Voiceless replacement sounds in dialogue with non-native speaker……….. 48
4.1.3 Voiceless replacement sounds in dialogue with native speaker……….. 49
4.1.4 Voiced replacement sounds in Monologue Reading……….. 50
4.1.5 Voiced replacement sounds in dialogue with non-native speaker……….. 50
4.1.6 Voiced replacement sounds in dialogue with native speaker……….. 51
4.2.1 Demographic information……….. …………………………………………………………………………52-3
220.127.116.11 Arabic1……….. ………………………………………………………………………………………………..55
18.104.22.168 Arabic2……….. ………………………………………………………………………………………………..56
22.214.171.124 French2……….. ………………………………………………………………………………………………..61
126.96.36.199 Portuguese1……….. ………………………………………………………………………………………….63
188.8.131.52 Portuguese2……….. ………………………………………………………………………………………….64
4.4.1 Accurate articulation ratios per social realm………………………………………………..69
INTRODUCTION AND LITERATURE REVIEW
Speech diversity is the research topic of many studies in the sociology of language, primarily, looking at language variation in different social contexts and offering explanations for linguistic variation under many social conditions. Much of the research in the multidisciplinary field of variationist sociolinguistics moves to understand and identify the relationship between linguistic and social variables. A specific area of sociolinguistics that has been the study of many researchers in the field is second language acquisition and second language speakers in various social contexts. The literature on the sociolinguistics of L2 acquisition mainly focuses on pedagogical theories of L2 sociolinguistics, from consciousness in L2 learning (Schmidt, 1990) to L2 gender-based language use (Ehrlich, 1997) to theories toward keeping a culturally competent second language classroom (Van Lier, 1988). Literature concerning L2 speakers in various social parameters involves topics covering application of existing sociolinguistic theories to second language speakers (Wolfson & Elliot, 1983).
1.1 ACCOMMODATION THEORY
The most relevant sociolinguistic theory for this study is Speech (or Communication) Accommodation Theory, henceforth SAT (Giles et al., 1991). The central concern of the paradigm focuses on the cognitive processes that link speakers’ perception of their interlocutors to their speech habits and other communicative behaviors. Specifically, looking at theories of convergence and divergence, we can find out underlying motivations for these linguistic behaviors. Convergence of speech styles is when a speaker makes his speech more similar to his or her interlocutor’s speech characteristics (speech rate, utterance lengths, pronunciations, etc.) Psychological/ cognitive processes motivating speakers to converge their speech include but are not limited to: desire for their interlocutors’ social approval, desire for a high level of communication efficiency, and/or social norms are not perceived to dictate alternative speech strategies (Beebe & Giles 1984). Divergence is the opposite and is where speakers tend to maintain their own speech styles or even diverge from the perceived speech styles of their interlocutors. Reasons motivating speakers to diverge include but are not limited to: defining the encounter in intergroup terms and the desire for a positive ingroup identity, disassociating oneself personally from another in an interaction with another speaker, and/or desiring to bring interlocutors’ speech behaviors to a personally acceptable level (Bourhis & Giles, 1977; Taylor & Royer, 1980; Cappella, 1981).
Looking specifically at research in SAT being applied to second language speakers, we find several studies looking at Giles’ theory in different conditions with different variables, including an altered overview of speech accommodation in terms of ingroups and outgroups, termed ethnolinguistic identity theory (Giles & Johnson, 1987). This theory seeks to define theoretical and experimental confusion by identifying common psychological processes that underlie various assorted speech acts. Giles’ ethnolinguistic theory draws on previous research on intergroup behavior (Tajfel, 1974). Tajfel’s social identity theory states that all human beings categorize society into various groups or categories, and, hence, perceive themselves and others as being a part of one or more of these diverse groups. This perception of our and others’ place in these categories is called social identity. However, this is not a social constructionist sense of social identity but simply Tajfel’s use of the term. Social identity can be both positive and negative in that it depends on how the in-group socially compares to relevant outgroups. Generally, it is argued that most people try to achieve a positive identity by performing actions or linguistic acts that are deemed favorable by an outgroup. Giles & Johnson (1987)’s study begins to clarify some of the complex social conditions that ethnic minorities use to weaken or strengthen their distinctive ethnolinguistic styles, however, Giles focuses mostly on intergroup communication.
Much of previous research in L2 speech patterns says little about substitutions for marked sounds in a second language. This sociophonetic area of research wants to explain why second language speakers choose the replacement sounds they do in fulfillment of marked or unfamiliar sounds in the second language, and such an explanation is one of the primary goals of this study. Beebe (1977) found that Chinese/Thai bilinguals’ accents were directly correlated to their interlocutors. Chinese-Thai bilinguals selected a “Thai” variant for the nine phonological variables a higher percentage of the time when they were speaking Thai to a Thai listener than when they were speaking Thai to a Chinese listener. And conversely, they chose a “Chinese” variant more frequently when speaking to a Chinese-Thai than to an ethnic Thai. However, Beebe’s findings could be the result of Thai and Chinese having a close genetic relationship linguistically. Many studies have also been carried out to understand the extent of L1 transfer into an L2 depending on the degree of formality. Dickerson & Dickerson (1977) and Gatbonton (1978) all find that the more formal the style of speech, the less likely there is to be transfer from the first language. That is that in more formal speech, second language speakers are more likely to have a closer-to-native accent.
1.2 LINGUISTIC/SOCIAL CATEGORY
Non-native accents, like native accents, can be social markers. The finest variation in phonetic detail can make an individual speaker’s interlocutors perceive the speaker as belonging to a specific social category. Social categories can be as broad as class distinctions between speakers or as narrow as mannerisms and sexual orientation. A good example study of the former (phonetic class distinctions) is Labov’s 1966 study of the differences in suppliance of the retroflex liquid /ɹ/ in the phrase “fourth floor” /fɔɹθ flɔɹ/ between social classes in New York City. Labov found that /ɹ/-ful speech is more typical of high class department store workers, as the employees at Saks Fifth Avenue, whom Labov classified as high class had 62% suppliance of the retroflex liquid, while employees in Klein’s department store, whom Labov classified as low class only supplied the liquid 20% of the time. In addition to this observation, Labov tried to capture the suppliance of the word-medial and word-final liquid in both casual and careful speech. He found that the employees at Macy’s, who he classified as middle class, had the biggest difference in suppliance of /ɹ/ between casual and careful speech. This reveals linguistic insecurity on behalf of the Macy’s employees, as they had the most /ɹ/-fulness in their careful speech as compared with their casual speech. The Macy’s employees by supplying more retroflex liquid sounds in their careful speech were trying to put as much distance between themselves and the lower class, whose speech was nearly half as /ɹ/-ful. Mack’s (2010) study is a good example of the latter, narrower identity. Mack’s study bridges the gap of sexual orientation identity data outside of English by surveying listener sensitivity and acute perception of vowel qualities in Puerto Rican Spanish. Mack asked native Puerto Rican Spanish speakers to identify each speaker’s height, age, and social class in addition to sexual orientation. She found that higher F2 frequencies of two tokens of the unrounded front vowel /e/ was a significant factor in listener perception of homosexuality.
1.3 FOREIGN ACCENT IN AN L2
Degree of foreign accent in a second language has been the topic of much research since Asher & García (1969). Thompson (1991) offers several good reasons for studying this linguistic phenomenon, among which are possible answers for what social and educational variables hinder accurate phonological acquisition. Piske et al. (2001) commits to an extensive review of methodologies of experiments carried out to test degree of foreign accent factors including ‘elicitation techniques’ (Oyama, 1976; Piper & Cansin, 1988; Elliot, 1995), and ‘rating techniques’ (Olson & Samuels, 1973; Patkowski, 1980; Fathman, 1975). The researchers also investigate literature researching factors affecting degree of foreign accent including ‘age of L2 learning’ (Scovel, 1969, 1988), ‘length of residence’ (Meador et al., 2000; Purcell & Suter, 1980), ‘gender’ (Snow & Hoefnagel-Höhle, 1977; Tahta et al., 1981), ‘formal instruction’ (Bongaerts et al., 1997; Moyer, 1999), ‘motivation’ (Suter, 1976; Flege et al., 1999(b), and ‘language use’ (Thompson, 1991; Flege et al., 1997). After the comprehensive literature review, Piske et al. (2001) finds that age of L2 onset and continued use of L1 are the largest contributing constraints to the strength of a native-like accent for L2 speakers.
Second language accents do not mean the speaker is not proficient in the second language because proficiency is based on the ability and quality of communication with the target (or second) language as a medium. This study will look not at linguistic proficiency in English, but at the accuracy of two marked sounds in English, the interdental fricatives /θ ð/. Proficiency of language is so much more than being able to accurately articulate difficult or marked sounds in the language. Language proficiency is also about commanding other linguistic components, such as subsegmental elements like morphology and sentence structure (syntax), as well as suprasegmental elements like stress, prosody, and vocabulary use, along with modality and sociolinguistic performance (Hernandez-Chavez et al., 1978). These elements are all necessary components to master when producing language in order for one to consider him or herself proficient in a language. This study uses the term “experience” instead of “proficiency” to refer to an estimate of how accurately participants articulated the interdental fricatives. Such an English linguistic experience estimate is based on English onset and length of stay in the U.S. only.
Let’s take into account the Critical Period Hypothesis (Lenneberg 1967) as a predicator for linguistic proficiency, Piske et al.’s (2001) review of a large majority of the literature on the hypothesis finds that age of L2 onset of learning appears to be the most determining factor in degree of foreign accent in a second language. Other factors affecting degree of accent are variable and researchers tend to lack the control needed to conduct research on factors like motivation and other study participant characteristics. Various ages have been proposed for the end of the critical period, but the hypothesis’ developer, Eric Lenneberg (1967) proposes the pre-adolescent age of 12 in his Biological Foundations of Language. However, Piske et al. (2001) found something similar to Flege et al. (1997) that speakers who speak their native language more frequently tend to have a stronger accent than those speakers who do not. Both studies used Italian L2 speakers of English. After all, though, L1 use is still not as great a factor affecting foreign accent as age of L2 onset.
Of course, there is the theory of fossilization that could make second language speakers stabilize in their progression toward obtaining a native-like accent, meaning that no matter how much exposure to the second language a participant has, if he or she has stabilized in their use of the language, they will not be able to change errors or mistakes without concerted, conscious effort. Han (2004) describes fossilization as a linguistic phenomenon of non-progression of learning despite continuous exposure to input, adequate motivation to learn, and sufficient opportunity to practice. Fossilization can occur in all areas of linguistics, but it is especially common in respect to non-native phonology. Any foreign accent of second language speakers when speaking English is L1 phonology interfering with L2 phonology. Causes of fossilization are speculative and numerous. A possible explanation is phonological habit formation. The muscles in our mouth become accustomed to articulating certain sounds for so long, that the nerves and muscles triggered in speech production have atrophied so far that articulating new sounds and new sequences of sounds is rather difficult (Tarone, 1987). However, such an argument may not be limited to only muscles and nerves in the mouth, but to neural functions in the central nervous system. Lenneberg’s (1967) says that the loss of flexibility in the brain affects pronunciation of the L2 more so than the syntax or semantics. Krashen (1977) supports a more psychological factor in the onset of stabilization. He concurs the ending of the critical period is the beginning of Inhelder and Piaget’s stage of formal operations the time in which adolescents begin to construct abstract theories about the world (Inhelder & Piaget, 1958). After the onset of this stage, it may inhibit natural language acquisition. A third type of factor causing fossilization is L2 speakers’ underlying lack of empathy for the TL’s native speakers. Guiora et al. (1972) finds that whenever empathy with speakers of a particular L2 is artificially induced, the L2 speaker’s pronunciation improves.
Foreign language accent derives from speaking a language that is not a first language, based on many researchers’ studies Tahta (1981), Derwing & Munro (1997). Many researchers believe such accents emanate from the phonological structure of an L1 not matching up with the phonological structure of the L2, so L1 phonological structures transfer into the L2 interlanguage. Whether that interlanguage stabilizes at some point or continues to change is a point of dispute in the literature. Selinker (1972) believes that a second-language speaker’s interlanguage can become stabilized at any given stage in development, thus ending the evolution of their interlanguage. Evidence for this permanent stabilization, termed fossilization can be found in Lardiere (1998), in which a Chinese L1 speaker of English was audio recorded two different times: once after being in the US for ten years and then again eight years later. Her suppliance of past-tense marking in obligatory contexts was nearly the same for both recordings, around 34%, thereby showing that at least her past-tense marking had stabilized. Larsen-Freeman (2005) disagrees with Selinker and believes there is no end-state to a second-language speaker’s interlanguage. Therefore a second language speaker will always be in his or her interlanguage. Larsen-Freeman has a more dynamic view of second language acquisition, as she believes that permanent stabilization does not occur.
Given this background, if we study the speech of speakers with the same L1 who are speaking the same L2, we may find similar phonology in each L2 speaker’s interlanguage. Such evidence of this similar interlanguage between L2 speakers of the same L1 is when native speakers of a given language try to imitate a certain foreign accent, the generalizations of this particular foreign accent are similar. That is, native speakers of a given language often perceive certain phonological characteristics to be of a certain native, or in accordance with this discussion, foreign origin because speakers who have the same native language usually have interlanguages with similar phonological characteristics, such as German final devoicing transferring into English as an L2. Same native language L2 speakers will also often pronounce and replace unfamiliar sounds with the same sound. For example, Russian speakers often replace the English voiceless interdental fricative /θ/ with [t], while Japanese native speakers tend to replace the voiceless fricative with [s]. Lombardi (2003) analyzes these replacement sounds from an Optimality Theoretic approach, finding that replacement sound [t] stems from speakers of a native language with highly ranked segmental markedness constraints, as /t/ is a less marked segment; while [s] replacement rises from speakers with a native language that ranks faithfulness of the input manner highly, as speakers are maintaining faithfulness to the continuancy of the fricative at the expense of the segmental markedness constraints. Of course there are other replacement sounds possible such as [f] by other native language speakers. Hancin-Bhatt (1994) finds that speakers of native languages with [continuant] in low prominence like Hindi and Turkish tend to replace the sounds with [t/d]. While speakers of native languages where [continuant] is of high prominence like German, tend to replace with [s/z]. However, native languages with varying values for [continuant] are not the only constraints affecting interdental fricative replacement by second language speakers of English. Through examination of this study’s data, such an explanation of substitutions is not quite so simple. Brannen (2002) finds that substitutions for the interdental fricatives are based on an auditory phonetic comparison of a fully specified surface form with native-language internal representations. Specifically for labiodental and coronal substitution phones, perceptual confusion of the features Strident (channel turbulence) and Mellow (spread turbulence) are at hand. As examined in later chapters, perceptual acoustic and articulatory features may be at hand in impacting the substitution choices this study’s participants produce for the fricatives.
The interdental fricatives are highly marked sounds. Their presence in linguistic sound systems is actually quite rare, which makes their accurate acquisition notoriously difficult. The interdental sounds are also usually one of the last sounds for children who are acquiring English as their L1 to actually produce correctly (Smit, 1986). The accurate production of these fricatives can develop as late as six years of age in child L1 acquisition of English. The fricatives themselves tend to be so easily replaced in English most likely due to the infrequency of these sounds, in both language phonetic inventories and English. The interdental fricatives are contrastive consonantal phonemes in standard varieties of British, American, and Australian English. Many other English dialects see an elimination of the interdental fricatives from the phonetic inventory, like Cajun English and African American Vernacular English ((Dubois and Horvath, 1998) (Laing 2003)). Blevins (2006) attributes these sound changes to neutralization. Though, many of the dialects that neutralize interdental fricatives in English are spoken by speakers with a previous L1 lacking the fricatives, because these sound changes are so innovative, contact seems a less likely reason for neutralization. Dubois and Horvath (1998) project that the fricatives are highly marked and learned late by children. But markedness alone does not predict that a phoneme will be removed from a language’s phonemic inventory. The Khoisan languages include highly marked clicks in their inventories, and these languages’ speakers have been able to maintain the click sounds for as far back as anyone can construct. Clicks have even been borrowed in contact situations, so high markedness and late acquisition cannot attribute to these sounds’ neutralization or deletion (Blevins, 2004). Blevins (2006) surveys English perception literature and finds labiodental replacement articulation is based on misperception, as the labiodental and interdental fricatives, /f v/ and /θ ð/ respectively, are not easily distinguishable based solely on auditory cues for both native and nonnative speakers. Nonnative speakers often differ from native speakers at the production level instead of the auditory level, which includes both comprehension and perception.
What is the reason for second language speakers’ difficulty in achieving native-like phonological proficiency? Brown (2000) notes that the lack of success in learning or acquiring a second language is often attributed to Universal Grammar (UG) not operating in second language acquisition, unlike first language acquisition. However, White (1989) says that other factors in addition to lack of UG operation, like adequate input and assorted learning techniques, are important in both first and second language acquisition. As most research suggests, second language speakers’ failure to achieve native-like production skills are more attributable to these others factors defined by White and not the lack of operation of UG. Long (1990) says that age of learning (aol), the terminology used for this study to mean age of onset, is the most determining factor when it comes to achieving a native like accent. Long concludes that an L2 can be spoken without any kind of foreign accent as long as aol is before the age of six, which is different than Lenneberg (1967)’s hypothesis of 12 years of age.
1.4 ENGLISH INTERDENTAL FRICATIVES
Both the interdental fricatives occur word initially, medially, and finally in English, but word medial position for the voiceless fricative is much less common than in word initial or final position, while word final position for the voiced fricative is limited to verbs like “breathe,” “teethe” and “sheathe,” all from English’s Proto-Germanic descent. This distribution is due more to historical accident rather than systematic gap, as in Old English it was the voiced realizations [v z ð] that were allophones of the voiceless phonemes /f s θ/. The voiced allophones occurred between two voiced segments, so word-medially. This allophonic distribution is why Modern English applies the distribution of the interdental fricatives it does today (Mitchell & Robinson, 1992) Both voiced and voiceless are very common in word-initial position, but voiced shows up in function and content words and the voiceless in just content words. In intervocalic position, voiced is more common than voiceless. And in word-final position, voiceless is more common than voiced. This all derives from the original allophonic distribution of the two fricatives.
Since both of the sounds have different uncommon word positions, it’s possible that native speakers think of the two interdental fricatives as being two allophones of one phoneme. The interdental fricatives are the only English voiced/voiceless consonants not to have voiced and voiceless distinctions in the orthography. That is, while all English plosives /b p/, / d t/ /g k/, and all other English fricatives /f v/, /s z/, and /ʃ ʒ/ generally have distinctions in English spelling to sound correspondences (/ʃ/ = sh, ce, ch, ci, s, sci, sch, se, ti and /ʒ/ = g, s, z), /θ,ð/ do not (Yavas, 2006). Though, in some English words, a voiced/voiceless orthographic character will be used to represent its voiced/voiceless pair, ie. of [ʌv], is [ɪz], business [bɪznəs]. While we know that the voiced and voiceless interdental fricatives are two separate phonemes in English, as they have a minimal pair: ether /iθəɹ/ and either /iðəɹ/, it would be interesting to look at awareness of these two phonemes in both native and nonnative speakers. Fowler (1991) tells the traditional view of phoneme awareness development being well before alphabetic literacy.
Because the two English interdental fricatives are difficult to learn and represented by the same orthographic characters and because non-native speakers’ pronunciation are not consistent across different formality tasks and different social situations (Tarone 1979, 1982, 1983), this study will collect and analyze data from speakers of several languages to find if social variables of formality and addressee’s realization of each fricative play any kind of a role in the interdental fricative substitutions nonnative speakers of English choose (Briggs 1986). Zampini (1994) finds native English speakers of Spanish decrease in accurate pronunciation during formal reading tasks. Her formality task was an excerpt from a culture text that each participant read aloud. This study’s “Monologue Reading” is similar to Zampini’s (1994) formal reading task. However, while Zampini’s (1994) informal task was answering a series of questions, this study’s informal (or casual) task, refered to as “Dialogue Reading” involves a dialogue to measure speech accommodation in terms of convergence and divergence of substitute phones for the interdental fricatives. Zampini’s findings for less accurate native pronunciation during formal reading tasks differ from the findings of Dickerson & Dickerson (1977) and Gatbonton (1978), which find the opposite.
Formal versus informal (or casual) speech is a matter in difference of social context according to Price (2007). Zampini (1994) describes formal reading tasks as consisting of reading word lists or paragraphs or reciting learned material, while dialogue readings and spontaneous speech typify more informal speech tasks. Major’s (1986, 1987) Ontogeny Model of phonological acquisition describes transfer and developmental errors in L2 pronunciation. Major’s model predicts the results found by Dickerson & Dickerson (1977) and Gatbonton (1978) that transfer errors will occur less often in formal speech versus informal speech. Labov’s (1966) terminology is casual versus careful speech, instead of formal versus informal speech. Labov describes careful speech occurring in a context which employs only one main speaking style, and he defines casual speech as occurring in situations where speakers are less conscious of their speech, so they employ a more relaxed style of speaking and thereby use more than one speaking style. Furthermore, he describes contexts devised by linguists to elicit certain stylistic variation. The interview situation often rates higher on the scale of formality, while reading styles are more characteristic of casual conversation. All of this study’s instruments are reading style contexts, so, inherently; this study is collecting casual speech only. Elicitation of the voiced and voiceless interdental fricatives would be too few and far between in an interview style context, ultimately giving us too few tokens of the fricatives to analyze. However, based on both Labov and Zampini’s description of formality tasks, this study’s analysis treats the Dialogue Readings as more casual speech and the Monologue Reading as more formal speech.
1.4.1 PREDICTED PARTICIPANT SUBSTITUTION & HYPOTHESIS
This section states what cited literature say are possible substitution sounds for speakers with the native languages of the participants involved in this study. Also, this section presents the study’s ultimate hypothesis.
Kharma & Hajjaj (1997) state that the most common substitution sounds of the interdental fricatives for Arabic speakers are of labial and coronal origin, [f, t] for the voiceless and [v, d] for the voiced.
Chan & Li (2000) say that [f] and [t] are very common substitution sounds for Cantonese, while [v] and [d] are common substitutions for the voiced.
Collins & Rodd (1972) say that Francophonic (French speaking) West Africans’ substitution for the fricative can be labiodental [f v], but more likely; substitutions are going to be coronal [s z]. Hypercorrection often confuses phoneme /s z/ with [θ ð], giving the impression of a lisp. Also possible substitutions are dental plosive [ṯ ḏ].
Dreasher & Anderson-Hsieh (1990) find [t] to be the most common substitution of the voiceless interdental fricative /θ/ for Brazilian Portuguese speakers. Other replacement phones for the voiceless include [ḏ s z f]. The two most common substitutions for the voiced interdental fricative are [ḏ θ]. [ḏ] is most common word initially and word medially, while [θ] is more common word finally and in consonant clusters.
Santre (1992) finds that Vietnamese learners will most likely substitute the voiceless fricative with either [t] or [tʰ], or the sound will just be deleted. She goes on to say that the voiced fricative is especially difficult for Vietnamese speakers to master and they are likely to substitute the fricatives with [d] or [θ].
This study’s hypotheses for substitution phones for each participant are based off the cited literature in this section. Though, due to the different literature predictions and different possible phones in labial and coronal positions available for participants to use for substitution, inherent variability is ultimately the hypothesis for this thesis, though, this inherent variability has social constraints (particularly SAT) that can affect it (Wolfram, 1998). Also due to Brannen (2002) findings that substitution is largely based on perception of auditory and articulatory features help the hypothesis that accommodation can occur with interdental fricative substitution phones.
Chapter 2 contains the study’s primary goals, the data collection procedure, demographic information of all the study’s participants, and a thorough description and justification of the instruments used.
This study specifically seeks to find explanations of non-native speakers’ production of the interdental fricatives due to their often-difficult acquisition. The spelling of words containing these fricatives is confusing and the distribution of these sounds in English words is unbalanced. In addition, the study investigates what the substitution patterns are that are used by speakers of different L1s due to there being various sound options available that are similar in place, manner, or voicing to the fricatives. By analyzing spoken data from speakers of several different L1 languages, we can discover if speakers of the same L1 use the same substitutions as each other in various social contexts, primarily formal (monologue) versus informal (dialogue) speech. Included in informal speech are two social contexts, one with a same native language speaker and one with a native speaker of English. The Monologue Reading was to be read like a speech alone, as it is a poem.
The materials used to carry out the data analysis procedure are the instruments, attached in Appendix A, which includes “Demographic Questionnaire”, “Monologue Reading” and “Dialogue Reading” (two copies, one for each speaker). Monologue Reading and two different Dialogue Reading recordings are referred to as the study’s realms of speech.
Participants of the study were students who speak English as a second language at a Midwestern university. They were ten participants with five different native language backgrounds (each native language having two speakers: one male, one female). Participants were recorded in their native language pairs and came together in one session. One participant (called participant 2) was asked to step outside into the hall, closing the door behind him or her. The participant in the researcher’s office (called participant 1) was asked to say the phrase “to this thing I am speaking” into the microphone in order to set an appropriate recording volume. Once the recording volume was set, participant 1 was instructed on how to properly begin and end their recording by clicking the appropriate buttons on the Speech Analyzer program (www.sil.org) recording window. All participants were asked to read “Monologue Reading” (attached as part of “Instruments”) silently to him or herself, and then once he or she was ready, he or she was asked to read “Monologue Reading” into the microphone. The researcher was not in the room for any of the recordings, so not to confuse the social atmosphere in which the participants were recording. Upon completion of the “Monologue Reading” participant 1 was then asked to read “Dialogue Reading” (attached as part of “Instruments”) with a native American English speaker, who was preselected and was the same native speaker used for all participants. No participants knew the native speaker prior to the study’s data collection. This native speaker was instructed to read “Dialogue Reading” with every survey participant, as “Dialogue Reading” is a dialogue with two speakers. Participant 1 was then asked to read his or her lines in “Dialogue Reading” (either SA or SB, where S=Speaker) silently to him or herself and then to read it into the microphone with the native speaker. Once the participant and the native speaker finished reading “Dialogue Reading” together, participant 2 was asked to come back into the office. Both survey participants then read “Dialogue Reading” together, where participant 1 read the speaker (SA or SB) he or she did not read before with the native speaker. Both participants were asked to read their lines silently to themselves. When both were ready, they were asked to read “Dialogue Reading” into the microphone together. Upon completion of both participants’ reading, participant 1 completed his or her participation in the study and was asked to leave the office, closing the door behind him or her. Participant 2 was then asked to say the phrase “to this thing I am speaking” into the microphone in order to set an appropriate recording volume. Once the recording volume was set, participant 2 was instructed on how to appropriately begin his or her recording, asked to read the lines silently in his or her head, and asked to read “Monologue Reading.” After completion, Participant 2 was then asked to read the opposite Speaker’s lines in “Dialogue Reading” that he or she just read with participant 1. Once participant 2 was ready, he or she was asked to read “Dialogue Reading” with the native speaker.
Because this study is using three different stylistic environments, it’s important to understand their level on the formality scale. The Monologue Reading is meant to be read as a more formal reading not just because it’s a reading alone, but because the participants aren’t reading a narrative, they’re reading a poem, which is so unlike casual conversation that for this study, it is analyzed as having the highest level of formality. The dialogue reading between the native and non-native speakers have differing levels of formality as well. As the most casual form of speech is most likely to occur in contexts in which the speaker feels comfortable, relaxed, and less conscious of his or her speech, the dialogue with the native English speaker is more likely to be less relaxed, as this reading was the first time any of the participants met the native English speaker (Labov, 1966). It is important to understand the descriptive formality differences between the study’s instruments (realms of speech), as the main goal of this study is to associate interdental fricative substitutions with SAT, and convergence and divergence of speech will rely heavily on how formal the situation or context is.
The participants chosen for the study were ten second language speakers of English from five different language backgrounds (as well as the same country). One male and one female were chosen from each of the five native language backgrounds. The status of the relationship between the male and female participants of the same native language background could not be one of matrimony, however, it was important for the study that participants of the same native language background know each other before joining in the study. This was essential to establish the atmosphere of the joint dialogue reading, “Dialogue Reading” (Appendix A) between the two participants as a more casual reading. This social atmosphere is contrasted with the social atmosphere of the joint reading between each participant and the native speaker, as well as the Monologue Reading alone.
The first of the participants were a male and female Arabic speaker. The female was 29 years old and began learning English at the age of 9. She had been in the United States for 5 years at the time of data collection. The male was 22 and began learning English at 13 years old. He had been in the United States for 8 months. Both Arabic speaking participants were from Saudi Arabia.
The second pair of participants was a male and female from China whose native language is Cantonese. The male was 22 years old and began learning English at the age of 3. He had been in the United States for eight months, but spent a semester in the United States the year prior to his arrival eight months ago at the time of the data collection. The female was 20 and began learning English at the age of 6. She had been in the United States for 6 months.
The third pair of participants was from the Democratic Republic of Congo and they speak French natively. The female was 32 years old and began learning English at 13 years old. She had been in the United States for two years. The male participant was 41. He speaks Lingala natively as well. He began learning English at 15 years of age and had been in the United States for 1 year and 2 months at the time of the data collection. These speakers, and perhaps others, are surely multilingual, speaking not just French and Lingala but also Swahili and possibly other languages.
The fourth pair of participants was from Brazil, and both speak Brazilian Portuguese natively. The female was 33 years old and began learning English at nine years old. She had been in the United States for 2 years. The male was 28 years old and began learning English at the age of 28. He had been in the United States for five months.
The last pair of participants was from Vietnam and speaks Vietnamese natively. The female was 32 years old and began learning English at 12 years of age. She had been in the United States for 2 years. The male was 20 years old and began learning English when he was 10. He had also been in the United States for 2 years at the time of data collection.
The participants will be called by a generic participant name: native.language1/native.language2. Each female will be the first participant and each male, the second. So, that the Arabic female participant is Arabic 1, the Arabic male participant is Arabic2, the Cantonese female participant is Cantonese1 and the male Cantonese participant is Cantonese2, and so on.
2.2 INSTRUMENT DESCRIPTION
In order to test whether second language speakers tend to use different replacement sounds or more accurate articulation of the interdental fricatives in different social contexts, it was necessary for them to complete recordings in different mock social contexts: by themselves, with another native speaker of the same native language background, and with a native English speaker.
The data attempts to make all participants produce both the voiced and voiceless interdental fricatives in all word positions in all social contexts. However, trying to place sensible words with the voiced interdental fricative in word final position proved to be rather difficult due to the sound’s rareness as a word final sound. Also, most English words voice the interdental fricative when it is a word medial sound, so finding words that contain a medial voiceless fricative was difficult as well, even more difficult than finding and using a word-final voiced fricative, so, there is one token of the word-final voiced fricative and none of the word-medial voiceless fricative. The words containing /θ/ extracted from the Monologue Reading sample are provided in (1). We see in this list that word-initial and word-final are the only two environments elicited and that all the words on the list are content words rather than function words.
(1) Voiceless interdental fricatives in Monologue Reading
The words from the Monologue Reading sample containing /ð/ are provided in (2). Note here that while three environments are represented in this list, all of the word-initial environments are function words. In contrast, the intervocalic and word-final items are content words.
(2) Voiced interdental fricatives in Monologue Reading
word-initial intervocalic word-final
the (x7) bother breathe
than (x2) mother’s
this (x3) rather
In the Dialogue Reading sample, some of the same words appear as appeared in the Monologue Reading sample and a few are added. The voiceless fricative again appears only in word-initial and word-final position, as shown in (3).
(3) Voiceless interdental fricatives in Dialogue Reading
Speaker A Speaker B
word-initial word-final word-initial word-final
thought fourth (x2) think (x3) month
thinking thrash through death (x2)
The voiced fricative does not appear in word-final position in the Dialogue Reading sample. Again, the word-initial environment consists of function words while words in the intervocalic environment are content words. (4) shows this distribution.
(4) Voiced interdental fricatives in Dialogue Reading
Speaker A Speaker B
word-initial intervocalic word-initial intervocalic
that (x4) brother that (x4) rather (x2)
this either the (x2)
the father they’re
As can be seen by the data above, the voiced interdental fricative is in much greater suppliance in the data due to the sound’s existence at the beginning of many function words. Because of this difference in number of the voiceless versus the voiced fricatives, the data analysis takes this into consideration, comparing and contrasting voiced and voiceless interdental fricatives using ratios instead of raw frequencies.
PHONETIC DATA ANALYSIS
The data analysis chapter involves looking at the data with a phonetic, phonological, and suprasegmental analysis. This chapter does not look at voiced fricative substitution differences between content vs function words because all function words have a word initial voiced fricative and all content words have the voiced fricative in medial or final word position, so an analysis of content vs function word replacement sounds would also depend on the factor of word place. Word place is taken into consideration in section 3.2. Throughout the data analysis section, the phrases “phonemic articulation” and “phonemically articulated” are used to describe all participants’ production of the English interdental fricatives. What exactly is meant by this phrasing is that it is assumed all participants were phonemically producing interdental fricatives, the manner and place of articulation/sounds native English speakers make, however, as pertains to most speakers of any language, what they thought they were producing was not always what they were actually producing. That is, their phonemic representation often does not match up with their phonetic output.
The data for this study was transcribed using two methods: subjectivity via listening and objectivity according to spectrographic analysis. Many of the replacement sounds are fairly easy to recognize in a spectrogram, such as the difference between a plosive and a fricative. Still other sounds are both difficult for speech perception and analysis using spectrographic data, namely, the labiodental fricatives [f v] versus the interdental fricatives [θ ð]. These sounds are usually the most difficult to perceive without context or visual cues. Acoustically, the labiodental and interdental fricative pairs are difficult to distinguish. Reetz and Jongman (2009) describe speech perception of English fricatives by citing Heinz and Stevens (1961) who found that synthesizing fricatives by varying the location of the spectral peak gave listeners different cues of fricative perception. Fricatives with a peak below 3 kHz were perceived as the postalveolar fricative /ʃ/ and fricatives with a peak between 4.5 and 6.5 kHz were identified as the alveolar fricative /s/. Any fricative that had a spectral peak above 6.5 kHz was perceived as a labiodental /f/ or an interdental fricative /θ/. Harris (1958) found that the sibilant fricatives /s, z, ʃ, ᴣ/ are perceived based on the fricative noise itself, while perception of /f, θ/ was largely based on the transitions into and out of the vowel. Harris concluded that listeners use the fricative noise to determine if the sound being produced is /s, ʃ/ or /f, θ/, and then use the vocalic transitions of the fricative to distinguish between /f/ and /θ/. Spectrographic details of the labiodental and interdental fricative pairs reveal both to be so weak that they barely show up at all on the spectrograph. The labiodentals, /f v/, usually have their main noise around a frequency of 6 – 8 kHz (Rogers 2000). While interdentals’, /θ ð/, main noise exists at a frequency between 6 – 7 kHz. This is not much difference when trying to distinguish sounds via help of spectrographic data. Jongman (2000) finds additionally that phonetic cues for distinguishing the labiodentals from the interdentals are based on the transition information.
Also the differences between dental plosives, /ṯ ḏ/, and alveolar plosives, /t/, /d/ can be quite tricky. They are a little easier to distinguish perceptually than with help of a spectrogram. Dental plosives are often characteristic of some Native American English speakers’ speech when phonemically articulating interdental fricatives (Labov 1972). Many Native English speakers tend to turn dental fricatives into dental plosives, as dental plosives are a less marked, more natural way of producing meaningful, distinguishing sounds. Eckman et al. (2003) performed a study where they found that Portuguese second language speakers of English tend to under-differentiate the contrast between voiceless alveolar plosive /t/ and voiceless postalveolar affricate /tʃ/. Due to the speakers L1 phonology where [t] and [tʃ] are allophones of the same phoneme, [tʃ] occurring before high front vowels /i, ɪ/ and [t] occurring elsewhere. Novice Portuguese speakers of English will tend to produce a phonemic /t/ as [tʃ] before high vowels in English, e.g. “tip” /tɪp/ and “tear” /tiɹ/. In addition to this under-differentiation, Portuguese speakers will often replace voiceless interdental fricative /θ/ with [t]. However, when /θ/ appears before a high front vowel, like in the English word “theory” /θiɹij/, Portuguese speakers will tend to realize it as [t], even though phonemic /t/ is realized as [tʃ] before high front vowels by these speakers, according to Eckman et al. Therefore, “theory” would be expected to be realized as [tiɹij] and not [tʃiɹij]. By structuring their pronunciation this way, Portuguese speakers subconsciously prevent the neutralization of any contrast between the three English consonantal phonemes /t, tʃ, θ/. These phonemic mismatches can be a good indication of difficulties that L2 speakers face when trying to acquire an L2, but markedness, also explained as unnaturalness, plays a large role in how knowledge of an L1 affects the production or realization of an L2 (Yavas, 2006).
This study’s data analysis includes an analysis of the data as a whole, phonological processes governing interdental replacement, phonemic word position governing substitutions, replacement sound differences between speakers with different native language backgrounds, differences of replacement sounds by speakers with the same native language background, how these replacement sounds might change when speaking alone versus with someone else, and how the replacement sounds might change based on to whom the speaker is speaking and simultaneously listening to. These differences are correlated with social as well as linguistic experience variables in the discussion section following.
Throughout this section, you will notice the term “accurate articulation” (placing the tongue between the teeth and expelling air from the lungs to pass through the narrow openings between the teeth and tongue so that a frication noise can be heard). We will not call it right or correct articulation, as this terminology tends to see inaccurate articulation as wrong and incorrect, which are conceived as negative connotations. We cannot call a dental fricative’s inaccurate articulation wrong if his or her interlocutors can still understand him or her. Accurate articulation here is what is considered a standard General American pronunciation of the interdental fricatives. Any sound that is not technically an interdental fricative is considered inaccurate and not in-line with what is considered Standard American English, or better known as General American (GA), even though some members of GA typically stop the voiced fricative word-word initially, but there has to be a standard to measure from, and so this study measures from the fricatives’ phonemic articulation. All participants are assigned a rate of accurate articulation and rate of substitution. These ratios reveal how often a particular participant either accurately articulates each relevant fricative (the former ratio) and how often a particular participant substitutes a phonological process for an interdental fricative. The sum of these ratios for any speaker is 100%. The native English speaker used to perform the “Dialogue Reading” with all participants was asked to consciously and accurately produce the interdental fricatives. On a trial recording, the native speaker only produced accurately the interdental fricatives 72% of the time. The other 28% was a combination of dental plosives. However, for this data collection process, the native speaker accurately produced the interdental fricatives 100% of the time while performing the reading with the participants. This constant was necessary to find if participants were subconsciously converging or diverging their phonemic interdental fricative articulation.
3.1 PHONOLOGICAL PROCESSES GOVERNING SUBSTITUTION
Little of the data has to do with phonological processes commanding the articulation of a phonemic interdental fricative, but it does occur some with a few of the participants and is definitely worth noting. The most common phonological process to change the articulation of phonemic dental fricatives is flapping word medial voiced interdental fricative /ð/, also discussed in sections 3.2 and 3.3. In these data, it only occurs in a word medial position; therefore a flap replacement in the data will only replace a voiced interdental fricative because the voiced interdental is the only one to occur word medially. It is not necessary that stopping will undergo flapping though. The stopping process creates a derived environment, so, participants that reduce a phonemic interdental fricative to an alveolar flap /ɾ/, are stopping the continuation of the fricative and then flapping it. Flapping is an important characteristic of General American, but is not a characteristic of British English/ Received Pronunciation (RP) (Rogers 2000). Native speakers of General American will reduce phonemically full-contacted alveolar plosives /t d/ to a mere flap of the tongue against the alveolar ridge when it lies on the border between a stressed and unstressed syllable. It can occur in word medial position or sentence medial position, that is, while an alveolar plosive exists in a word final position, it still has a tendency to flap if the syllable before it is stressed and the syllable after it is unstressed. For example, let’s take a look at the phrase “I brought it.” Phonemically, it is transcribed /aj bɹɑt ɪt/, however in rapid speech, the phrase is phonetically transcribed as [aj bɹɑɾ ət]. The words “mother,” /mʌðəɹ/ “brother,” /bɹʌðəɹ/ and “rather” /ɹæðəɹ/ see the greatest frequency of an alveolar flap /ɾ/ replacing the articulation of the word medial voiced interdental fricative. This happens throughout the data, (5) gives a few examples of it. (*Note: MR = Monologue Reading, SA = Speaker A in the dialogue with the other same native language participant, SA/NS = Speaker A in the dialogue with the native speaker, SB = Speaker B in the dialogue with the same native language participant, and SB/NS = Speaker B in the dialogue with the native speaker)
(5) Flapping of interdental fricatives
Arabic2 SA/NS: “brother” [bɹɑɾə]
Cantonese1 MR: “bother” [bɑɾə]
French1 SB/NS: “rather” [ɹɛɾə]
Portuguese1 SA: “father” [fɑɾə]
Vietnamese2 SA: “either” [iɾəɹ]
As can be seen in (5), flapping of the word medial voiced interdental fricative is characteristic of all language background participants, and is characteristic of each individual participant’s speech, though an alveolar flap /ɾ/ is not always the replacement sound for a word medial interdental fricative.
While Arabic1 articulates a flap in the word bother in her Monologue Reading, she accurately articulates a voiced fricative later in the same recording in the words “mother’s,” “brother’s,” and “rather.” Arabic2 flaps his phonemic voiced fricative in “mother’s” and “brother’s,” in his Monologue Reading, but produces a dental plosive in the word “rather” [ɹɑḏə] in the same recording.
In her recording with Cantonese2, Cantonese1 flaps the word medial fricative in “either” [iɾɪ], but later in the same recording the phonemic dental fricative is replaced by a voiceless alveolar plosive [ṯ] in the word father [fɹɑtə]. Cantonese2, in his monologue replaces the word medial fricative with a flap in the word “mother’s” [mɑɾəɹs], but accurately articulates the word medial phoneme later in the same recording in the word “rather” [ɹɑðəɹ].
French1 flaps the word medial fricative in her Monologue Reading of “bother” [bɹʌɾə], but later in the same dialogue, she replaces the fricative with a voiced alveolar plosive [d] in the word “brother’s” [bɹʌdʊz]. The only alveolar flap replacement we see in French2’s data is the flapping of the word initial dental fricative /ð/ in the utterance “hit the” [hiɾə], while all of his word medial voiced dental fricatives are accurately articulated.
Portuguese1 flaps consistently the word medial dental fricative in all of her recordings except for one instance where contact between the tongue and the alveolar ridge lasts just a little longer than a customary flap in the word “rather” [ɹædəɹ], where the length of the sound is 18.45 ms, while Portuguese1’s flaps’ duration is generally under 10 ms. Portuguese2 flaps “brother” [bɹʌɾɪ], but later in the same recording with the native speaker, he replaces the word medial fricative with a voiceless dental alveolar plosive /ṯ/ in the word “father” [fəṯə].
In her monologue, Vietnamese1 flaps “brother’s” [bɹʌɾəs], but earlier in the same recording, she had replaced the medial fricative with an alveolar nasal /n/ in the word “mother’s” [mʌnəz]. This particular substitution could be a result of progressive assimilation in that the nasality of the initial bilabial nasal /m/ is affecting the nasality of the chosen replacement sound. Vietnamese2 flaps “either” [iɾəɹ] in his dialogue with Vietnamese1, but later in the same dialogue replaces the medial fricative with a full-on alveolar plosive /d/ in the word “father” [fɑdɪ].
Other examples of phonological processes affecting phonemic interdental articulation replacement are postalveolar affricate articulation of voiceless interdental fricatives before phonemic articulation of retroflex liquid /ɹ/, like in the words “thrash” and “through.” Cantonese1 replaces the voiceless interdental with the voiceless postalveolar affricate /tʃ/ in the utterance “look through” [lʊk˺ tʃu] in her Monologue Reading. French1 makes the same replacement in “I thrash” [aj tʃɹʌʃ] in her dialogue reading with the native speaker. Vietnamese1 replaces with the postalveolar affricate in the same phrase as French1 “I thrash (in)” [a tʃɹɛsən]. English sequences like /tɹ/ and /dɹ/ are often realized as the English postalveolar affricates /tʃ/ and /dᴣ/. This palatalization process becomes quite varied in many individuals’ speech, however according to Rogers (2000) it seems to be most commonly realized before high front vowels /i, ɪ/. This phonological process, like flapping above, is where stopping creates a derived environment. The affrication process cannot occur before any stopping process is governing the interdental fricatives.
Cantonese2 and Vietnamese1 replaced the voiced interdental fricative with an alveolar nasal /n/ in the utterance “on the,” so that their phonetic realization is [ɑ˜ nə].
Lastly, a phonological process that only occurs with the voiceless interdental fricative /θ/ is deletion in word final position. In many words in the data, “strength,” “with,” “death,” and “month,” the fricative is deleted or lost. Loss of an interdental fricative again only happens to the voiceless fricative and only in word final position. We can attribute this loss to syllable or word final coda deletion.
3.2 WORD PLACE GOVERNING SUBSTITUTION
This section looks at the variable of word place for each fricative having an effect on the interdental replacements participants chose. It does not take into account social context, just the most common sound substitution participants had for each fricative in each of its different word places: initially, medially, and a single token of final for the voiced fricative, and initial and final place for the voiceless. However, this section does not look at each participant individually. It sums up what the most common pattern is across all data from all participants, though a few individual examples are given to demonstrate the common findings, as well as individual scores that disagree with what is most common among all participants. This section notes any change in replacement sounds based on these particular word places for the fricatives.
All function words containing the voiced fricative contain it word initially except ‘rather’ which appears three times throughout the instruments: once in the Monologue Reading and twice during the Dialogue Reading by Speaker B. Hence, an analysis of function versus content words containing the voiced fricative will not yield different results. For the voiced fricative, the most accurately articulated word place is intervocalic. In most participants’ cases it is articulated nearly twice as accurately in intervocalic position than initial or final (though final word position for the voiced fricative relies on only one token: ‘breathe’ in the Monologue Reading). Participants’ accurate articulation of the voiced fricative that disagree with this commonality among participants are Portuguese1, Vietnamese1, and Vietnamese2. The only participant that accurately articulated the word final voiced fricative is Arabic1. All others devoiced the fricative, stopped the fricative, or labialized it.
Initial word position is the most accurately articulated word place for the voiceless fricative. Portuguese1 and Vietnamese2 are the only participants’ whose findings disagree. The most extreme difference of accurate articulation between word places for the voiceless fricative is Arabic1 (90% initial, 36% final), French1 (80% initial, 27% final), and Vietnamese1 (80% initial, 0% final). The voiced fricative doesn’t have quite as large of a gap between accurate articulations based on word place. However, the most accurately articulated word places for the fricatives lie with the word place that has the fewest number of tokens in the instruments. It may be that the lack of accuracy is related to the larger number of tokens (Wolfram, 1998).
Only one word place seems to choose a specific substitution characteristic of all participants. Word medial voiced fricative is most often realized as alveolar flap [ɾ]. See section 3.3 for further discussion on this substitution. The voiceless, however, doesn’t do anything similar to the voiced by all participants, but we do find that the voiceless fricative is most usually deleted in word final position. Other substitutions based on word place for each fricative vary according to each participant. The largest fluctuation of either fricative is the choice of dental or alveolar plosives. Some participants varied in this degree, having dental plosives more often word initially and alveolar plosives word finally, or vice versa, but even this varies per participant.
Accurate articulation of the fricatives based on word place suggests that word initial position for the voiceless and medial for the voiced does have effect on whether participants chose to accurately articulate the phonemic fricative or substitute it with another segment. This suggests that voiced and voiceless fricatives may operate differently in the nonnative speaker’s phonological component. Of course, this conclusion is drawn only by looking at interdental fricative word place and cannot account for all marked sounds. Further research could take place to be able to prove such a conjecture as true, taking into account not only marked sounds, but all particular L2 sounds unfamiliar to particular non-native speakers.
3.3 DATA CUMULATIVELY
Cumulatively throughout the data, the voiced interdental fricative /ð/ was most often replaced by another sound, while the voiceless /θ/ was more often accurately articulated. Looking at all the recordings (Monologue Reading, Dialogue Reading A and B), Cantonese2 has the largest difference between accurate pronunciation of the voiced and voiceless interdental fricatives. He accurately produces the voiceless /θ/ 80% – 100% of the time, while his accurate articulation of the voiced fricative /ð/ falls between 34% – 73% accurate articulation. We have a range here because the articulation accuracy of the interdental fricatives was different throughout all realms of speech for all participants. Each realm of speech was given a ratio of accurate articulation of the fricatives. Therefore, 80%, in his recording with the native speaker, was the lowest ratio of voiceless interdental fricative accurate articulation in all of Cantonese2’s realms of speech, while 100%, in Cantonese2’s recording alone, was the highest.
The only participant to have a higher articulation accuracy of the voiced over the voiceless interdental fricative is French2. In every single one of his recordings, his accurate articulation of the voiced interdental was greater than his accurate articulation of the voiceless, so much that the voiced was nearly twice as accurately articulated than the voiceless. French2’s accurate articulation of the voiced fricative ranged from 36% – 56%, while his accurate articulation of the voiceless varied from 0-14% in all his recordings. Other participants had more accurate articulation of the voiced over the voiceless, but not in every single recording. Arabic1 did so in her dialogue with Arabic2, Portuguese1 did in her dialogue with Portuguese2, and Vietnamese2 also had a higher accuracy of articulation of the voiced over the voiceless in both his dialogue with Vietnamese1 and the native speaker. In all other recordings, the voiced interdental fricative /ð/ was replaced more often than the voiceless /θ/. For accurate articulation of each participant in each social realm and overall, take each ratio given in the charts in section 4.3 of Chapter 4, and subtract them from 1 (or 100%). Percentages of particular substitutions are calculated by using the total number of possible tokens for substitution.
Something we will not look at is comparison of accurate interdental fricative articulation between participants of the same native language in this section. Look to section 4.2 of chapter 4, using demographic information to analyze these accurate articulations. We turn, instead, to the replacement sounds that each participant makes, whether it agrees or disagrees with the same native language participant’s replacement sounds and how these substitutions might be different or similar to other native language background participants’ replacement sounds. The most common replacement sounds found throughout the data are dental /ṯ ḏ/ and alveolar /t d/ plosives. In most circumstances, the voiced plosives /ḏ/ and /d/ replaced the voiced fricative /ð/ and the voiceless plosives /ṯ/ and /t/ replaced the voiceless /θ/. The voiced dental /ḏ/ and alveolar /d/ plosives are the most articulated replacement sound of the phonemic voiced interdental fricatives /ð/. The dental and alveolar plosives are the only voiced/voiceless pairs of replacement sounds to appear in every participant’s speech. We can analyze these as one sound substitution process (stopping) due to their extreme closeness in proximity of place in the mouth, that it can often be difficult for listeners to perceive a coronal plosive as dental or alveolar. So, for analysis of similar or dissimilar replacement sounds, perception could lump these into one sound, so we will do so too, though for each participant pair, replacement usage distinctions between these two pairs of four plosives are made.
In addition to some other substitutions, both Arabic participants used these plosives as replacement sounds often, more often than other participant pairs. Arabic1 replacing the interdentals with all four plosives, while Arabic2 replaced using only three of the plosives. See (6).
(6) Arabic plosive substitution
Arabic1 SA: “well this (is)” [wɛl ḏɪsəs]
Arabic1 SB/NS: “dream that” [dɾim dɛt]
Arabic1 MR: “month of” [mɑnṯ ɑf]
Arabic1 MR: “with hope” [wɪt hop]
Arabic2 MR: “rather” [ɹɑḏə]
Arabic2 SB: “dream that” [dɾim dɛt]
Arabic2 SA/NS: “fourth place” [fot plejs]
The Arabic participants articulate the dental and alveolar plosives in every realm of speech that the study is examining for the voiceless fricative. As, we will see, every participant produces plosives for the voiced fricative in every realm of speech. The voiced dentals appear more often throughout the Arabic participants’ speech than the voiceless dentals, but the voiceless alveolar plosive /t/ appears more than the dental version. In her speech alone, Arabic1 produced these dental and alveolar plosives as replacement sounds 90% of the time, while Arabic2 replaced using them 64% of the time. In their dialogue together, Arabic1 uses them as replacements 33% of the time, while Arabic2 used them as replacement sounds 100% of the time during their dialogue together.
Both Cantonese participants replaced using all four plosives in all of the study’s realms of speech. Notice, however, Cantonese1 replaces the voiced fricative /ð/ with the voiceless dental plosive /t/. See (7).
(7) Cantonese plosive substitution
Cantonese1 MR: “of this” [əf ḏis]
Cantonese1 SA: “like that” [laj das]
Cantonese1 MR: “river the” [wivəɹ ṯə]
Cantonese1 SB/NS: “I thrash” [ɑ tɹʌs]
Cantonese2 MR: “then this” [ḏɛn ḏis]
Cantonese2 SA/NS: “dream that (I)” [dɹim dæɾɑ]
Cantonese2 SA/NS: “kept thinking” [kæpt ṯeŋkɪŋ]
Cantonese2 SB: “month” [mənt]
Like the Arabic participants, both Cantonese participants replace using the dental pair /ṯ ḏ/ more than the alveolar pair /t d/. However, in her reading with the native speaker, Cantonese1 uses the alveolar plosive over the dental 6 times more. Cantonese1 uses these plosives as replacement sounds 66% of the time during her Monologue Reading, while Cantonese2 had them 73% of the time during his. During their dialogue together, Cantonese1 was at about 53% replacement with the plosives and Cantonese2 was at 66%.
Both French participants replaced using the four plosives, French2 replacing with all four, but his “replacee” of the voiceless dental plosive [ṯ] is the voiced fricative /ð/. French1 is missing the voiceless dental plosive [ṯ] and her replacement with the voiceless alveolar plosive /t/ could be influenced by the same sound following the phonemic articulation of the voiceless interdental fricative /θ/. See (8).
(8) French plosive substitution
French1 MR: “on the (pulse)” [ɑn ḏɛpɚs]
French1 SA: “well this (is)” [wɛl dɪsəs]
French1 MR: “strength to” [stɹeŋtu] /stɹɛŋθ tu/
French2 SA/NS: “dream that” [tʃɹim ḏæt]
French2 SB: “they’re” [dejə]
French2 MR: “than this” [ðɛn ṯis]
French2 SB: “think I thrash” [θiŋgaj tɹɛʃ]
Both French participants see these plosives in all of the study’s realms of speech. For all of the study’s realms of speech, French1 realized the alveolar plosive more than the dental, but French2 had a mix of usages of these plosives. 78% of French1’s replacement sounds in her Monologue Reading are these plosives, while French2’s replacement usage lies around 44%. During their dialogue together, French1’s use is 71% and French2’s rises to 57%.
Both Portuguese participants used these plosives to articulate their phonemic interdental fricatives too, and both Portuguese participants used the voiceless dental plosive [ṯ] to articulate the voiced fricative /ð/. See (9).
(9) Portuguese plosive substitution
Portuguese1 SA: “dream that (I)” [drɪm ḏɛɾɑj]
Portuguese1 SB/NS: “rather” [rædəɹ]
Portuguese1 MR: “have the” [ʔæv ṯə]
Portuguese1 SB/NS: “I thrash (in)” [ə tɹɛʃṇ]
Portuguese2 SB: “think that” [fɪŋ ḏɛts]
Portuguese2 MR: “have the” [hɛf də]
Portuguese2 SB: “though” [ṯoz]
Portuguese2 SA/NS: “keep thinking through” [kip tɪŋ tʊf ]
Like most other survey participants, the Portuguese participants saw these plosives in all realms of speech, Portuguese1 68% of the time and Portuguese2 68% as well in their Monologue Readings. In their dialogue together, 46% usage of the plosives went to Portuguese1 and Portuguese2 dropped as well, but to 58% usage. In all realms of speech Portuguese1 uses the dental plosives more frequently than the alveolar, but Portuguese2 uses alveolar [d] more in is reading alone and with the native speaker, but dental /ḏ/ more in his dialogue with Portuguese1.
Vietnamese1 replaced using the voiceless alveolar plosive /t/ only once and when doing so, she added aspiration. Her only replacement with the voiceless dental plosive was in place of a phonemic voiced interdental fricative /ð/. Her “replacee” of the voiceless dental plosive /ṯ/ was the voiced fricative /ð/. Vietnamese2 did not replace using the voiceless dental plosive, but did add aspiration to two of his voiceless alveolar plosives in his reading with Vietnamese1. See (10).
(10) Vietnamese plosive substitution
Vietnamese1 SB: “they’re” [ḏɛə]
Vietnamese1 MR: “have the” [hæf də]
Vietnamese1 MR: “breathe up” [bɹiṯ ʌp]
Vietnamese1 SA/NS: “I thought” [a tʰɑ]
Vietnamese2 MR: “have the” [hev˺ ḏə]
Vietnamese2 SB/NS: “think that (show)” [a tiŋ dɑʃo]
Vietnamese2 MR: “kept thinking” [kæp tʰiŋkɪŋ]
Vietnamese2 SA: “fourth” [fɑtʰ]
We see Vietnamese1 using these plosives as a phonemic interdental replacement sound 58% of the time, while Vietnamese2 is a bit higher with 68%. In their dialogue together, Vietnamese1’s usage drops to 42%, while Vietnamese2’s usage also drops, but only slightly to 63% usage of these 4 plosive sounds.
The next most common replacement sounds are the labiodental fricatives /f v/. The voiced labiodental fricative is most commonly used to replace the voiced. In the case of these pairs of fricatives, it is the voiceless sound /f/ that is used more often to replace the voiceless interdental fricative, but the voiced /v/ replaces the voiced sound a lot less often. Unlike the pairs of plosives above, the voiceless version /f/ is used nearly 100% of the time by some participants, while the voiced /v/ is only used twice by two participants: once by Cantonese1 in her dialogue with the native speaker. She replaces a phonemic voiceless interdental /θ/ in “I think” [jɵ vɪŋ]. Also, it’s produced by French2 in his Monologue Reading alone in the word medial position “brother’s” [bɾɑvəs]. French2 and Cantonese1 are also the only participants to replace the voiced interdental fricative /ð/ with the voiceless labiodental fricative /f/, as all other participants using this fricative as a substitution replaced in a phonemically articulated voiceless interdental fricative place.
The only pair of participants to not use labiodental sounds in fulfillment of phonemic interdental sounds are the Arabic speaking participants, which is odd, as in Arabic the voiceless labiodental fricative /f/ is in the Arabic language phonemic inventory (Yavas, 2006).
Of the two Cantonese speakers, only Cantonese1 uses the labiodental fricatives as a replacement sound. Cantonese2 only uses the plosives mentioned before, the flap for phonemic voiced fricative /ð/ in word medial position, and opposite voicing interdentals for his replacement sounds. Cantonese1’s voiceless labiodental usage is 27% for her Monologue Reading, 23% for her dialogue with Cantonese2, and 17% for her dialogue with the native speaker.
Both French participants use the voiceless labiodental fricative in all realms of speech, but French1 uses it as replacement sound much less than French2. In their Monologue Readings, French1 uses the voiceless labiodental /f/ as a replacement sound 11% of the time and French2 uses it 44% of the time. In their dialogue together, French1 usage jumps 28% and French2’s jumps to 56%. In their dialogues with the native speakers, French1’s labiodental usage lowered to 8%, while French2’s usage levels out at 55%.
The Portuguese participants’ labiodental fricative replacement use is of rather similar proportion in all of the study’s realms of speech. Portuguese1’s usage is about 15% of her replacement sounds and Portuguese2’s usage is around 19%. In their dialogue together, Portuguese1’s usage jumps to 50% and Portuguese2’s usage jumps to 35%. In their dialogues with the native speakers, both participants’ usages are at the lowest of any of the study’s realms of speech, 10% for Portuguese1 and 0% usage for Portuguese2.
Only Vietnamese1 uses the voiceless labiodental /f/ as a replacement sound. She uses it as a single replacement per her monologue recording and her recording with the native speaker, but in her dialogue with Vietnamese2, she has two replacement sounds with a labiodental fricative, while Vietnamese2’s usage is 0% throughout all his recordings. (11) illustrates Vietnamese1’s labiodental replacements.
(11) Vietnamese1 Labiodental Replacement Sounds
Vietnamese1 MR: “earth” [əɹf]
Vietnamese1 SB: “death at” [dæf ɛd]
Vietnamese1 SB: “death” [dæf]
Vietnamese1 SA/NS “forth place” [fofples]
Notice the only time Vietnamese1 replaces the voiceless interdental fricative with the labiodental is in word final position. She replaces all word final voiceless interdental fricatives with a labiodental. Vietnamese1 leaves no other sound in place of phonemic word-final voiceless interdental fricative. In all other cases throughout her recordings where labiodental does not replace a word final interdental, Vietnamese1 simply deletes the sound altogether. (12) shows these deletions.
(12) Vietnamese1 Deletions
Vietnamese1 MR: “month of” [mɑw– ɑwə]
Vietnamese1 MR: “birth” [bəɹ–]
Vietnamese1 MR: “with hope” [wɪ– hɑp˺]
Vietnamese1 SB: “month” [mʌn–]
Glottal stop /ʔ/ is the next most common replacement sound among survey participants. It is a replacement sound that is characteristic among all of the study’s language backgrounds except Arabic. As, the glottal plosive takes the place of both fricatives throughout the data, as did [f] and [v], both Arabic participants not articulating these two “pairs” of substitutions is peculiar indeed. Either the [f v] and [ʔ] are somehow a related substitution for the Arabic speakers or the Arabic speakers’ phonological component simply favors dental and alveolar stopping above all other possible substitutions. (13) gives some of these replacement instances.
(13) Glottal Stop Replacement
Cantonese1 SB/NS: “rather” [ɹæʔə]
French1 SB/NS: “death at (least)” [dɛʔ æɾlis]
Portuguese1 SB/NS: “think that (show)” [θiŋ ʔæʃo]
Portuguese2 SA/NS: “fourth place” [foɹɪʔ plɛs]
Vietnamese2 SA: “fourth place” [ɤʔ ples]
Vietnamese1 SB: “rather” [ɹæʔəɹ]
Vietnamese1 SA/NS: “father” [fɑʔɪ]
Other replacement sounds of participants are rare and only happen in cases of one participant’s speech in one recording. Cantonese1 replaces a voiced interdental fricative with a voiceless alveolar fricative /s/ in her dialogue with the native speaker, “think that” [tiŋk sæʔ]. Portuguese2 replaces a voiceless interdental fricative with a voiced postalveolar affricate /dᴣ/ in his Monologue Recording, “strength to” [stɹendᴣ tʃu]. Vietnamese1 replaces a voiceless interdental with a voiceless glottal fricative /h/ in her reading with Vietnamese2, “I think” [a hiŋ]. Vietnamese2 has both a voiceless alveolar affricate /ts/ and a voiceless velar plosive /k/ as replacement sounds in his monologue recording, “earth” [əɹst] and “to think” [kɛŋk], though this last velar substitution could be the result of regressive assimilation from the same sound being the phonemic word final sound.
SOCIOPHONETIC DATA ANALYSIS & DISCUSSION
The previous Data Analysis section analyzed the data phonetically, that is to say it literally described the phonetic sounds the study’s participants chose in replacement of the phonemic interdental fricatives. This Discussion chapter is more speculative in its analysis of the data. The Discussion attempts to correlate some of the replacement sounds per each speaker with social variables of convergence and divergence (Giles et al., 1991) and correlates similarities/differences of replacement sounds per each native language pair with social variables as well as demographic information from section 2.1.
SAT examines linguistic variation in different social contexts, and according to Giles et al. (1991), speakers can and will often either converge or diverge (become more similar or different) in speech styles with their interlocutors. The theory was devised to explain motivations that underlie speech style choice for various native and nonnative speakers during different social encounters and the possible consequences that may arise. According to this theory, convergence of speech styles with one’s interlocutor(s) is usually given a positive evaluation by the listener, while divergence is given a negative evaluation. Speakers who converge their speech styles (make one’s speech more closely match an interlocutor’s) are considered to want to close the social gap between one another, while divergence is the opposite. A diverging speaker is considered to wish to increase his or her social distance from his or her interlocutor by emphasizing their distinctiveness linguistically. This convergence or divergence in speech styles can occur at any or all dimensions of language, from certain accent or dialect feature choices to other vocal characteristics like volume, rate of speech, etc. This study’s primary examination of interdental fricative substitutions would fall into the former description of speech style choice.
But first, let’s look at phonetically why the replacement sounds surfaced as they did. The replacement sounds examined in section 3.1 account for reasons as to why some of the substitutions surfaced as they did, but phonology can’t account for all the replacement sounds.
4.1 SUBSTITUTIONS PER SOCIAL REALM
Below, tables 4.1.1- 4.1.3 show voiceless fricative substitution sounds for all participants in each of the study’s realms of speech. Tables 4.1.4- 4.1.6 show voiced fricative replacement sounds for all participants in each of the study’s realms of speech.
(Note: marked symbols with diacritics like aspirated voiceless alveolar plosive [tʰ] and unreleased voiced alveolar plosive [d̚ ] are added to the prototypes voiceless alveolar plosive [t] and voiced alveolar plosive [d], respectively.
The most common replacement of the voiceless fricative in the monologue appears to be voiceless labiodental fricative [f], and deletion seems to be the second most common.
Table 4.1.1 Voiceless replacement sounds in Monologue Reading
Like the monologue replacements of the voiceless fricative above, table 4.1.2 shows labiodental [f] being the most common substitution of the voiceless in the dialogue with the speaker of the same native language, however, no other replacement or deletion tends to be common except alveolar plosive [t], produced by one less person than deletion in the Monologue Reading.
Table 4.1.2 Voiceless replacement sounds in dialogue with non-native speaker
The voiceless alveolar plosive [t] appears to be the most common replacement sound of the voiceless fricative in the dialogue with the native English speaker, which is both a different place and manner of articulation than the most common replacement sound of the voiceless fricative in the study’s other realms of speech. It was also produced by more participants than [f]. However, the labiodental fricative [f] appears to be the second most common replacement sound in the dialogue with the native speaker. Table 4.1.3 shows these replacements.
Table 4.1.3 Voiceless replacement sounds in dialogue with native speaker
Table 4.1.4 shows voiced fricative replacements in the Monologue Readings. Both voiced dental and voiced alveolar plosives are the most common replacement sounds of the voiced fricative in the participants’ monologues. All participants replace using the dental plosive three or more times, but the dental plosive is not a replacement sound of Portuguese1 The alveolar plosive, however, occurs in lower frequencies, as some participants only use the alveolar as replacement one or two times, but the alveolar also has the larger quantity of being used as a replacement sound by a single speaker. French1 and Portuguese2 both replace using the alveolar plosive ten times. Alveolar flap [ɾ] is a common replacement sound of most participants, but definitely occurs in lower quantities compared to the dental and alveolar plosives. This is most likely due to the fact the participants most usually used the flap to replace a word medial voiced interdental fricative, and since words containing the voiced fricative medially were not in great supply, the sound used to replace this sound in medial position is not nearly as common as the plosives.
Table 4.1.4 Voiced replacement sounds in Monologue Reading
In the dialogue with the participant of the same language background, alveolar and dental plosives still seem to be the most common substitution. Table 4.1.5 illustrates this.
Table 4.1.5 Voiced replacement sounds in dialogue with non-native speaker
Table 4.6 shows that again the most common substitution sounds for the voiced fricative are the alveolar and dental plosives for the dialogue with the native speaker. We see also that word medial flapping is less common in the dialogue with the native speaker, but this could also be do to the lack of word medial interdental fricatives in the Dialogue Reading. Table 4.1.6 illustrates these findings.
Table 4.1.6 Voiced replacement sounds in dialogue with native speaker
The most common replacement sounds of all realms of speech of all the participants were either dental or alveolar plosives (stopping) for the voiced interdental fricative. The most common replacement sound for the voiceless interdental fricative was a labiodental fricative /f/ in the monologue and the dialogue with the speaker of the same L1, or in phonological processes terms, labialization was the most common process changing the voiceless fricative. However, the most common replacement sound for the dialogue with the native English speaker was [t], followed closely by [f].
4.2 ACCURATE ARTICULATION V. DEMOGRAPHIC INFORMATION
Looking at each participant’s demographic information from section 2.1, summarized in Table 4.2.1, we do not see an extreme difference in predicted accurate articulation. Because some participants have less ideal circumstances (late L2 onset, short time spent in an English speaking country) in their acquisition of English than others, we may be able to predict which participants will have a lower accurate articulation of the fricatives.
Included in Table 4.2.1 is each participant’s demographic information as provided by them on the Demographic Questionnaire. Also included is Interdental fricative Articulation Accuracy (I.A.A.) rate. Again, there is a range on these accurate articulation ratios because there are three social realms in the study. The lower ratio/percentage is the lowest accurate articulation of the relevant fricative in all of the study’s social realms for that participant and the higher ratio/percentage is the highest accurate articulation of the relevant fricative in all of the study’s realms of speech. The I.A.A. ratio/percentage of the third realm of speech lies somewhere in between the lower and higher percentages given for each fricative (except Portuguese1 whose lowest accurate articulation was 11% in both her Monologue Reading and her dialogue with Portuguese2 for the voiced fricative, and Vietnamese1 whose highest accurate articulation was oddly also 11% for both her monologue and her dialogue with the native speaker).
Table 4.2.1 Demographic information
Age at Data Collection
Age of English Onset
Time Spent in the US
I. A. A.
Table 4.2.1 (Continued)
Taking into account the Critical Period Hypothesis (Lenneberg 1967), we can predict that study participants who have their English onset as after the proposed age of the period’s end, will be most likely to have lower accurate articulation of the fricatives. Almost half of the study’s participants began learning English before the age 12, while the others’ age of English onset were just a few years older than 12, except Portuguese2, whose age of onset was 28. He began learning English when he moved to the United States to complete his education. His English acquisition began only 5 months ago at the time of data collection. We can postulate that because of both his late acquisition and nearness to his L2 onset, these factors explain why his accurate articulation of the fricatives is so low, never getting above 20% accurate articulation of either fricative in all of the study’s realms of speech. Vietnamese2 also never had an accurate articulation of either fricative above 20%. His English onset began at age 10 and he’s 20 years old. He has been speaking English the shortest amount of time of all participants, aside from Portuguese2. This might account for his low accurate articulation, but fossilization (Han 2004) could definitely be a factor in Vietnamese2’s speech. After speaking English for nearly ten years and after living in the US for two years, one might find it hard to believe that Vietnamese2 had such a low accurate articulation of the fricatives, but despite his learning advantages, Vietnamese2’s English phonology is most likely fossilized, of course, we can’t say this with confidence, as it would require carrying out a full study to find if Vietnamese2 or any of the participants have reached a fossilized state in their English phonology acquisition. For examples of such studies, refer to Lardiere (1998).
Cantonese1 never accurately articulated the voiced fricative in any of her readings, and she correctly articulated the voiceless fricative 14-25% of the time. Her English onset began relatively young, at the age of six and she is now 20, having lived in the US for 6 months. No other explanations can really explain her low accurate articulation except Han (2004)’s definition of fossilization. All other participant’s accurate articulation of the fricatives was near the same ranges except Cantonese2 and Arabic2’s accurate articulation, who had similar accurate articulations of both fricatives. Cantonese2’s unusually high accurate articulation could be attributed to the fact that he began learning English the earliest of all the participants, at the age of 3. Arabic2 started learning English much later than Cantonese2, after Lenneberg (1967)’s proposed age of 12. Arabic2’s high accurate articulation of both the fricatives can be attributed to many things, the quality of his instruction input, the amount of speaking English versus Arabic he does, as well as can be attributed to many personal variables like motivation and linguistic ability in general.
4.3 SUBSTITUTIONS PER SPEAKER
This section of the Discussion looks at sound substitutions of each participant. Here we are looking at quantity of substitution sounds and their ratios (# of a certain substitution/ total number of phonemic interdental fricatives). Due to varied substitutions by each participant, this analysis looks most closely at which sounds each participant most commonly chose as substitutions in each of the three recordings and not sounds that they used as replacements rarely, which is why the sounds explained to have phonological constraints governing them in section 3.1 are included in this section’ analysis. (*Note: Accurate articulation rate + substitution rate = 100%)
4.3.1 ARABIC SPEAKERS
The Arabic speakers exhibit more plosive substitutions than any other substitution for both fricatives. This, as we will find out, is not parallel to substitutions provided by the other participants. Dental stopping was more common than alveolar stopping for both Arabic participants. The participants have near identical substitution rate overall for the voiced fricative (55 and 50%), Arabic2’s substitution rate (15%) for the voiceless was much lower than Arabic1’s (40%), as Arabic1 exhibits 5 more instances of substitution for the voiceless fricative than Arabic2.
Tables 184.108.40.206 Arabic1
Arabic1’s voiceless fricative substitutions are not in great amounts in any of her recordings. We find she replaces using a voiceless alveolar plosive [t] the same number of times in all her recordings, while the dental plosive [ṯ] is used as a replacement sound twice in her reading alone and not at all in her dialogues with Arabic2 and the native speaker. She has the most accurate rate of articulation of the voiceless in her dialogue with the native speaker, however her rate of substitution for the voiceless is only 9% less in her dialogue with the native speaker than her recording alone where she supplies only one more substitution for the voiceless fricative. We can hardly call this higher accurate articulation with the native speaker convergence. Arabic1’s highest substitution rate for the voiceless fricative is in her dialogue with Arabic2.
Arabic1’s voiced fricative replacements are greater in number than her voiceless, but the rate of replacement for the voiced is almost as much as the voiceless. She replaces most often using dental plosive [ḏ] as she supplies it most frequently in all her recordings except her recording with Arabic2 where a flap [ɾ] was just as common as [ḏ]. Arabic1 replaces using an alveolar plosive [d] in all her realms of speech except her recording with Arabic2, who did provide 1 substitution with [d].
Tables 220.127.116.11 Arabic2
Arabic2’s highest accurate articulation rate, contrary to Arabic1’s results is in his dialogue with Arabic1. His lowest accurate articulation of the voiceless fricative is in his speech alone. Deletion, unlike Arabic1’s alveolar and dental plosives, is the most common process affecting the voiceless fricative. Arabic2 doesn’t provide the voiceless fricative only three times, twice with deletion and replaces it ounce with an alveolar plosive [t].
Arabic2’s voiced substitutions are 7 times greater than the number of substitutions for his voiceless. He, like Arabic2, most commonly replaces using a dental plosive [ḏ], whose use is twice as much in his monologue recording than in his dialogue with Arabic1 and the native speaker. His suppliance of alveolar plosive [d] is completely steady throughout all of his realms of speech, using it as a replacement sound one time per recording. He also flaps the voiced fricative most often in his speech alone and not with Arabic1. Actually, like the voiceless fricative, Arabic2’s greatest accurate articulation rate is in his dialogue with Arabic1. This coincidence could be worth noting. Also, his lowest accurate articulation rate and therefore his highest substitution rate for the voiced and voiceless fricatives is in his speech alone. He only once devoices the voiced fricative in his speech alone, but doesn’t in his dialogues with Arabic1 or the native speaker.
Arabic2’s divergence from substitution sounds Arabic1 is making is a definite possibility, as his highest accurate articulation of both fricatives is in his dialogue with Arabic1. Arabic1, on the other hand, doesn’t seem to be using accommodation when choosing her interdental fricative replacements. Actually, her substitution sounds don’t seem to depend on social context at all.
4.3.2 CANTONESE SPEAKERS
The Cantonese participants show drastically different replacement sounds and rates of accurate articulation. Cantonese1 has lower accurate articulation rates than Cantonese2 for both fricatives and has more varied substitution sounds. Like the Arabic participants, the Cantonese participants had higher substitution rates for the voiced fricative compared to the voiceless. Actually Cantonese1 doesn’t accurately articulate one single token of the phonemic voiced fricative, while Cantonese2 does so about half the time. Cantonese1 has a very high substitution rate for the voiceless fricative (80%) compared to Cantonese2’s unusually low substitution rate for the voiceless fricative (10%).
Tables 18.104.22.168 Cantonese1
Cantonese1’s most common substitution sound for the voiceless fricative is labiodental [f]. She produces it the most frequently of any sound replacement for the voiceless in all realms of speech. The next most common replacement is alveolar plosive [t], only showing up in her speech with the native speaker, however in her dialogue with Cantonese2 and in her Monologue Reading, she produces a postalveolar affricate [tʃ], which is inexistent in her speech with the native speaker. This distribution of [t] and [tʃ] might be something to note because the difference between [t] and [tʃ] is place of articulation, even though they do differ in manner, but if we were to hypothesize that the frontness of the native speaker’s interdental sounds might have made Cantonese1 front her postalveolar affricate [tʃ] to alveolar [t], as no affricate lies at the alveolar place of articulation. This is rather far-fetched, though, but not out of the realm of possibility.
Cantonese1 had the most varied substitutions of all participants for the voiced fricative, most of them occurring only one time each. Her most common voiced replacement is alveolar plosive [d], used most in her dialogue with the native speaker and dental plosive [ḏ], used most in her recording alone. Each plosive was equal in number in her dialogue with Cantonese2. Her use of a flap as a substitution for the voiced fricative is nearly half as frequent as either of the plosives. Some of the other sound replacements for the voiced that only have one token in all of the realms of speech combined are due to phonological processes.
Tables 22.214.171.124 Cantonese2
Cantonese2’s voiceless fricative replacement rate is the lowest of all the participants. He only replaces the voiceless twice, once with a dental plosive [ṯ] in his dialogue with Cantonese2 and once with an alveolar plosive [t] in his dialogue with the native speaker.
Cantonese2’s most common voiced fricative replacement is by far dental plosive [ḏ]. It out numbers alveolar plosive [d] fifteen to two. Other sound replacements are infrequent occurring only once throughout all the realms of speech for Cantonese2.
Both Cantonese participants’ rates of substitution and rates of accurate articulation show no patterning in favor of accommodation. However, Cantonese1’s consistent accurate articulation (0%) for the voiced fricative and consistently low accurate articulation of the voiceless fricative could be an indication of low proficiency in English, or at least, lower than Cantonese2’s, but this is purely speculation because neither of the Cantonese participants’ demographic information foresee an experience difference in the participants. Though, Cantonese2 did begin his onset of English learning 3 years earlier in life than Cantonese1, both still have onset ages below Lenneberg’s proposed age of 12.
4.3.3 FRENCH SPEAKERS
The French speakers’ substitutions are more harmonious than the Cantonese speakers, where their overall accurate articulation rates/ substitution rates are not quite so. French1’s voiceless interdental substitution rate (40%) was more similar to French2’s substitution rate for the voiced fricative (57%), and French1’s voiced fricative substitution rate (81%) was closer to French2’s voiceless substitution rate (90%). This is interesting because while their rates for each fricative don’t agree, their substitution sounds do.
Tables 126.96.36.199 French1
French1’s most common voiceless fricative replacement was, like Cantonese1, labiodental [f]. She supplies this substitution a little more often in her monologue and dialogue with French2. In her dialogue with the native speaker, she has more varied substitutions for the voiceless fricative, including glottal stop [ʔ] and postalveolar affricate [tʃ]. She also replaces using alveolar plosive [t] once in her speech alone.
The voiced fricative sound replacements for French1 are most varied in her recording alone, as she replaces using [d ḏ ɾ θ] in her Monologue Reading alone. Her dialogues however see a bit less variation in voiced interdental fricative substitution. Her dialogue with French2 only reveals replacements using alveolar plosive [d]. She replaces with [d] most often in her speech alone where she also articulates dental plosive [ḏ] nearly half the time. [ḏ] is inexistent in the rest of French1’s recordings.
Tables 188.8.131.52 French2
French2’s most common voiceless replacement sound is also labiodental fricative [f]. However, unlike French1 and Cantonese1, French2 uses [f] in abundance. 17/20 replacement sounds were [f] for French2. He only ever had one other replacement sound, an alveolar plosive [t] in his dialogue with French1. French1 did not provide any alveolar plosives in her dialogue with French2, so French1’s sole alveolar plosive cannot be attributed to convergence. Divergence is also probably unlikely, though French1 did only replace using [f] in her dialogue with French2, where her other recordings had variable substitutions. It might be that French1 was converging her interdental replacements to match the abundant amount of [f] replacements French1 was providing. However, French1’s use of [f] does not rise from her monologue to her dialogue with French2, so perhaps she wasn’t converging after all.
Alveolar plosive [d] is also French2’s most common replacement sound for the voiced fricative, but he articulates dental plosives [ḏ] in not just his monologue but in all his other recordings as well, unlike French1. He also devoices both plosives one time each, replacing the voiced fricative with [t] and [ṯ] instead of their voiced pairs. Like French1, French2 has the most varied substitutions in his speech alone, he replaces with a flap [ɾ] once in his dialogue with French1, but replaces using only dental and alveolar plosives in his dialogue with the native speaker. French1’s highest accurate articulation rate is in his dialogue with the native speaker, the dialogue in which he only used plosives as substitutions for the voiced fricative. French1 could be converging his voiced replacements to match more closely the native speaker’s articulation, but truly, these substitutions don’t match in place and manner to the native speakers 100% accurate articulation of all the fricatives.
4.3.4 PORTUGUESE SPEAKERS
The Portuguese participants had differing rates of accurate articulation for both fricatives. Portuguese1 articulates the voiced fricative (11%) less accurately than the voiceless (35%) overall. Portuguese2 does too, but with less of a range between his rates. We find Portuguese2’s substitutions rate for both fricatives at about the same rate (90% and 92%).
Tables 184.108.40.206 Portuguese1
Portuguese1’s most common sound substitution for the voiceless fricative is labiodental fricative [f], and it is the only sound substitution she uses for the voiceless fricative when speaking with Portuguese2. All other of Portuguese1’s sound substitutions for the voiceless fricative only occur one time in all her realms of speech. Like French1 and French2, Portuguese1 has most varied substitutions when speaking alone. She substitutes using deletion, a voiced interdental fricative [ð], and a dental plosive [ḏ] in her reading alone. Also, she replaces using an alveolar plosive [t], also only once, in her dialogue with the native speaker.
Portuguese1’s sound substitutions for the voiced fricative were, like most other participants, in great supply and more varied than her voiceless fricative substitutions. In her speech alone, Portuguese1’s most common replacement sound of the voiced was the dental fricative [ḏ], which goes down in suppliance in relation to other sound substitutions in her dialogue with Portuguese2, but then rises to the most common substitution when speaking with the native speaker. In her dialogues with the native speaker and Portuguese2, she uses alveolar plosive [d] as a substitution sound, where in her dialogue alone, she does not.
Tables 220.127.116.11 Portuguese2
Like Cantonese1, both French participants and Portuguese1, Portuguese2’s most common replacement sound of the voiceless fricative is also labiodental fricative [f]. He uses this sound as a substitution in both his monologue recording alone and his dialogue with Portuguese1, but in his dialogue with the native speaker, we do not find [f] as a substitution sound at all. Instead, Portuguese2 has more alveolar plosives [t] as substitutions in his dialogue with the native speaker. Other substitutions only occur once voiced alveolar plosive [d] and voiced postalveolar affricate [dᴣ] occur as substitutions once each in Portuguese2’s reading alone and a glottal stop substitution exists once in his dialogue with the native speaker for the voiceless fricative.
Portuguese2’s most common voiced fricative substitution is a voiced alveolar plosive [d], it occurs the most in his speech alone and the least in his dialogue with Portuguese1, although, he seems to vary between the voiced dental and alveolar plosives as replacement sounds throughout all of his recordings and there doesn’t seem to be a definite pattern. He substitutes using the voiceless interdental fricative [θ] in his speech alone twice, and has the same number of voiceless dental plosives as alveolar in both his dialogues with Portuguese1 and the native speaker.
The voiceless fricative substitutions for both Portuguese speakers matched exactly in number and sound substitution for their dialogue together. Both only substituted using a labiodental [f]. Portuguese1 varied between deletion, dental stopping, and voicing for her voiceless fricative replacements during her monologue. Portuguese2 also had varied substitutions of stopping, voicing, and affrication for the voiceless fricative during Monologue Reading. Both increased in usage of [f] as a replacement sound when speaking together. For their dialogues with the native speaker, Portuguese1 had the highest accurate articulation of the voiceless. Portuguese2’s was also the highest during his dialogue with the native speaker, in which Portuguese2 also increased in usage of [t] as a substitution.
The Portuguese pair of participants had a great deal of convergence occur when speaking with someone else. Portuguese2 was the most novice English speaker of all the participants and convergence of interdental replacement sounds occurred with him and Portuguese1 alone. The relationship between Portuguese1 and Portuguese2 was one of pretty close friendship. There is no evidence to document this fact except for the fact that the two lived in the same building near campus when this data was collected, and they have worked together on projects before. Portuguese2’s subconscious attempt to produce his phonemic interdental fricatives more like Portuguese1 makes sense, as Portuguese1 is perceivably a more proficient speaker. Portuguese1’s highest accurate articulation of the voiceless fricative was in her dialogue with the native speaker, showing convergence of manner, place, and voicing to that of the native speaker. The same is true for Portuguese1’s voiced fricative replacements, though not as extreme of a drop in substitution rate as with the voiceless fricative replacements.
4.3.5 VIETNAMESE SPEAKERS
The Vietnamese participants vary most in substitution sounds of the voiceless fricative, there voiced substitutions are nearly identical, though not in the same distribution. Like the French participants, the Vietnamese participants’ substitution rates don’t agree for the fricatives. Vietnamese1, like most other participants, has a lower accurate articulation of the voiced fricative compared to the voiceless, as well as does Vietnamese2 who has higher accurate articulation of the voiceless over the voiced. While both participants don’t agree on most common voiceless substitution, they do agree on the most common substitution for the voiced fricative, which is the most common voiced fricative replacement – alveolar and dental plosives.
Tables 18.104.22.168 Vietnamese1
Vietnamese1 varies her substitution sounds of both interdental fricatives throughout all her recordings. Actually, the most common voiceless substitution is deletion for Vietnamese2. She deletes the voiceless fricative the most when she speaks alone, but a deletion process of her phonemic voiceless fricative is evident in her dialogue with Vietnamese2. In her dialogue with the native speaker, Vietnamese2’s most common replacement sound is an alveolar plosive [t].
Vietnamese1’s most common voiced fricative substitution is an alveolar plosive [d]. It is most common in her speech alone, but still surfaces as a substitution in both her dialogue recordings. Dental plosive [ḏ] shows up as a replacement sound in her reading alone, but is most common in her dialogue with Vietnamese2. Alveolar nasal [n] surfaces as a substitution in all of Vietnamese1’s realms of speech, but some of these are due to assimilation, described in section 3.1.
Tables 22.214.171.124 Vietnamese2
Vietnamese2’s most common voiceless fricative replacement is [t] and is in greatest suppliance in his dialogue with the native speaker, it being the only substitution that surfaces in this social context. He deletes the voiceless fricative in his speech alone, but deletion does not affect the voiceless fricative in any of the other realms of speech. His other substitutions are rare and often affected by phonology.
Stopping is the only process affecting the voiced fricatives in his dialogues with the native speaker and Vietnamese1. However, in his speech alone there is one instance of an alveolar nasal substitution, but like Vietnamese1, this substitution was a result of assimilation.
The voiceless fricative substitutions for both Vietnamese participants vary throughout all of the study’s realms of speech. In their reading alone, the only substitution both had in common was deletion, and in their dialogue together, none of the substitution sounds matched in place or in manner. This could be a result of divergence in interdental fricative replacement sounds. In their dialogues with the native speaker, both replaced using [t] most frequently. Both participants’ highest accurate articulation for the voiceless fricative was in their dialogue with the native speaker.
For the voiced fricative, both most commonly replace using the dental plosive [ḏ] and the alveolar plosive [d] in all of their realms of speech. All alveolar nasal [n] replacements in for Vietnamese1 and Vietnamese2 are total or partial assimilation processes. Vietnamese2 uses flapping consistently throughout all of his recordings, while Vietnamese1 lacks flap replacements in her dialogue with Vietnamese2. The dialogue with the native speaker had the highest accurate articulation rate for the voiced fricative as well, though Vietnamese1’s rate was tied with her rate for her speech alone.
4.4 ACCURATE ARTICULATION V. REALMS OF VARYING FORMALITY
As previously stated, the voiceless fricative was more often accurately articulated than the voiced fricative, with the exclusion of French2 who articulated the voiced fricative more accurately than the voiceless in every realm of speech, others were Arabic1 (S/L1), Portuguese1 (S/L1), Portuguese2 (S/NS), and Vietnamese2 (SL1, S/NS). However in this section we are not concerned with differences in accurate articulation between fricatives, but between realms of speech. Examine Table 4.4.1. (Bolded scores are the highest rate of accurate articulation for the three realms of speech and parenthetical scores mean that the same value is tied for highest with another realm of speech for the same participant)
Table 4.4.1 Accurate articulation ratios per social realm
Recall from Section 1.4 that the Monologue Reading (MR) is considered more characteristic of formal or careful speech and the Dialogue Readings (S/L1, S/NS) resemble more informal or casual speech. More generally, accurate articulation of the voiceless is higher in the Monologue Reading, and the voiced in either the Dialogue Reading with the native speaker or in the Monologue Reading. However, due to such varied results, it’s rather difficult to say if this study’s results compare more with Zampini (1994) or Dickerson & Dickerson (1977).
4.5 HYPOTHESIS REVISITED
The hypothesis, stated in section 1.4.1, speculates that labial [f v] and coronal [t d] are possible sound substitutions for Arabic, Cantonese, and French speakers (Kharma & Hajjaj, 1997; Chan & Li, 2000; Collins & Rodd, 1972). [s z] are also possible sounds in addition to [t d] and [f v] for French speakers. Portuguese speakers will most likely substitute [t] for the voiceless and [d] for the voiced, while Vietnamese speakers are also likely to substitute using [t d], but are likely to delete the voiceless and devoicing an otherwise accurately articulated voiced fricative to [θ] (Dreasher & Anderson-Hsieh, 1990; Santre, 1992).
While all participants (excluding the Arabic participants) exhibited substitution tokens of labial fricatives [f v] and coronal stops [ṯ ḏ] or [t d], [f] was the most common substitution for the voiceless and [ḏ d] were most common for the voiced. Plosive substitution was more widely used. Most participants did not use [v] to substitute the voiced fricative and those that did, did it rarely. The Arabic speakers had no labial fricatives as substitution sounds, which is contrary to possible sounds cited by Kharma & Hajjaj (1997). The Vietnamese speakers did have more deletions of the fricatives than any other participants which is in keeping with Santre (1992)’s findings.
4.6 DISCUSSION RESULTS
The results of the discussion indicate that accommodation can occur with interdental fricative replacement sounds of American English by non-native speakers. Arabic1 and Arabic2 seem to diverge some from one another in their dialogue together, as Arabic1 has the largest variation in her joint recording with Arabic2. Also Arabic2 has his lowest substitution rate of the voiced fricative in his recording with Arabic1. Arabic2 could have been trying to subconsciously highlight his and Arabic1’s distinctiveness by correctly articulating every voiceless interdental fricative in their reading together. However, Arabic1 and Arabic2 do have pretty similar replacement sounds for the voiceless in their recording together, so it’s a good possibility neither of the Arabic participants were using accommodation strategically, as seems to be true of both
Cantonese participants. Neither their rates nor substitutions seem to favor accommodation at all.
The French speakers exhibit more harmonious sound replacements than the two former participant pairs, but their rates of accurate articulation and substitution are opposing. Neither participant seems to be using accommodation with each other or the native speaker, though French1’s accurate articulation of the voiced and voiceless fricatives is lowest when speaking with the native speaker. Perhaps this could be called divergence, but really her rate of substitution in her dialogue with the native speaker is not much higher than her other realms of speech, so, then again, it probably isn’t divergence.
The Portuguese and the Vietnamese participants’ results were different, though. The Portuguese speakers see convergence of voiceless interdental sounds in their joint reading together. Both increase in usage of labiodental [f], and it becomes the only sound replacements both participants use in their Dialogue Reading together, but it can’t really be confirmed who was doing the converging, Portuguese1 or Portuguese2, or if perhaps they both were. Socially, it makes sense that Portuguese2 would be converging to Portuguese1’s sounds, as stated earlier in the chapter, but we find Portuguese1 having her highest accurate articulation rate of both fricatives with the native speaker, which suggests convergence here as well. Portuguese1’s convergence in her dialogue with the native speaker could suggest Portuguese1 was doing the converging in her dialogue with Portuguese2.
The Vietnamese participants’ substitution rates for both are lowest in their dialogues with the native speaker, which makes their accurate articulation rate of both fricatives highest with the native speaker. (Vietnamese2’s substitution rate for the voiced fricative is the same rate as her monologue, though). None of the voiceless interdental fricative replacement sounds match for Vietnamese1 and Vietnamese2 in their dialogue together, yet in their other realms of speech, some do. Vietnamese1 increases in usage of stopping, while Vietnamese2 increases in his faithfulness to manner of the voiceless fricative. This suggests divergence on behalf of the Vietnamese participants in their joint reading, as well as convergence by both participants in their dialogues with the native speaker.
The study’s results also suggest that the voiced and voiceless interdental fricatives may operate differently in the non-native speaker’s mind. The realization of both is often a different place and manner of articulation, when phonemically, each fricative should only be independent in their voicing. The voiceless fricative has more varied substitutions for the most common replacements of each participant, but is most commonly labiodental fricative [f], while the most common voiced fricative replacement was a dental or alveolar plosive [ḏ d] for all participants. Such results seem to match Blevins (2006) findings of Southeastern English’s elimination of the interdental fricatives, the voiced turning to stopping [d] and the voiceless turning to labialization [f]. However the voiced seems to only stop word initially in Southeastern England’s English, and everywhere else it remains the voiced counterpart of [f] ([v]), which is definitely a pattern displayed by this survey’s participants. However, we only have 9 tokens of the voiced fricative word medially and 1 token word finally, and [v] was not the most common substitution for these other word places. Also, accommodation, seems to operate more freely with the voiceless fricative over the voiced.
How are we to explain this difference of the voiced and voiceless fricatives in the non-native speaker’s linguistic psyche? Lombardi (2003) attempts to answer this question using Optimality Theory, but her analysis doesn’t explain different sounds chosen at different times by the same speaker. Brannen (2002) assumes full perception of interdental fricative features, but feature co-occurrence restrictions in the L1 grammar prevent second language speakers from combining certain features, thereby constructing a new output representation. Perhaps the perceptual features of each fricative do not transfer to the same co-occurrence feature restrictions, and thereby speakers realize the fricatives independently of voicing, place, and manner. Ultimately, it would take more data to prove this conjecture. Please see section 5.2 for further details.
The findings of this study indicate that L2 speech accommodation in terms of matching or mismatching place, manner, and voicing of a particular sound replacement is
most characteristic of lower-level speakers, as we saw speech accommodation taking place with the Portuguese and Vietnamese pairs of participants, the pairs that have the participants with the lowest estimated linguistic experience in English, based on demographic information. As hypothesized in the discussion, lower level speakers may be more likely to accommodate due to linguistic insecurity about their own non-native accents, while more proficient speakers are more confident about their abilities in English.
However, Portuguese1’s highest accurate articulation of both the voiced and voiceless fricatives are with the native speaker. This might indicate that subconscious convergence of phonemic interdental fricative replacement sounds occurred on behalf of Portuguese1 and not Portuguese2 after all.
The pair with the participant who had the second-lowest estimated level of linguistic experience in English was the Vietnamese participants. In this case, the data indicated a divergence in chosen speech sounds to replace the fricatives. This divergence, according to Giles et al. (1991) would indicate a want to emphasis distinctiveness and a desire to increase the social fissure between the speaker and listener. If we follow that less experienced speakers are more likely to use speech accommodation when choosing interdental fricative substitutions, then it was on behalf of Vietnamese2 that this divergence occurred. But what reason could Vietnamese2 have for wishing to increase the social distance between him and his two other interlocutors in the study? Perhaps he wanted not to necessarily make the social distance between Vietnamese1 and himself greater, but instead to subconsciously declare their linguistic distinctiveness from Vietnamese1 and the native speaker. However, this finding may seem weak for we drew its conclusion from only 2 out of the 5 participant pairs.
The next finding of this study is much stronger than the previous as it applies to at least one participant in each of the native language pairs (except the Arabic participants). The study’s participants’ (excluding Arabic1, Arabic2 Cantonese2, and Portuguese2) most common substitution sounds for each of the interdental fricatives did not only differ by voicing, as phonemically, that’s truly the how the American English interdental fricatives are realized, except, of course, the stop modification of the voiced fricative (Wolfram & Johnson, 1982). Instead the most common replacement sounds for the opposite voicing fricatives differed in both place and manner. For most participants, the only characteristic of each fricative they kept was voicing. That is that manner and place of articulation were not as faithful to the original characteristics of the interdental fricative phonemes as voicing. Though opposite voicing of a substitution sound does occur and quite often throughout the data, it is not the most common characteristic of all substitution sounds supplied by participants.
This section describes the integrity that can be given to the study’s data collection, its instruments, and its analysis. Due to the exploratory nature of the data collection and the data analysis’ inherent speculation, such an analysis of the study’s limitations is necessary.
As previously stated, the researcher was not in the room while the recordings were taking place. This was one of the steps taken to create a more authentic context. The context itself was not an exact replica of an actual dialogue that would occur between two people because the participants were reading these lines from a script. The best kind of data collection to draw conclusions from is spontaneous speech, and although spontaneous speech could have been collected from these participants, due to the interdental fricatives infrequency in lexical English words, there was no way to guarantee participants would say enough of these sounds to create analyzable data.
Also, another constraint that could have possibly affected interdental fricative replacements is that the participants had knowledge of their being audio recorded. Such knowledge can definitely change the atmosphere/social context and ultimately change the replacement sounds that the participants would have otherwise had in spontaneous speech without knowledge of being audio recorded. Wolfram (1998) states that careful examination of particular forms of a certain speaker’s speech may often be differentiated on the basis of how frequently particular forms are used. That is, individual speakers may fluctuate in their choices of variants, sometimes using one segment and other times using a different variant segment. Wolfram (1998) calls this inherent variability and Weinberger (1994) calls the phenomenon differential substitution. Inherent variability or differential substitution reflects the fact that fluctuation of variants is an internal part of a single linguistic system and should not be considered the result of importations. Such variability is what is most likely happening with most of the participants’ interdental fricative substitutions.
The instruments were created solely for this study’s data collection. So, the instruments succeeded in keeping as authentic of speech as possible, while having as many analyzable tokens of the phonemic interdental fricatives as possible. Of course the observer’s paradox always comes into play when a study participant consciously knows of their being audio or video recorded. Such conscious knowledge can change the speech style choice for each speaker (Briggs 1986). The Monologue Reading was written to be read like a poetic reading, a reading participants would normally read alone or in front of an audience perhaps. The Monologue Reading instrument was created and adapted from a dramatic poem by Dr. Maya Angelou that had been read publically at Bill Clinton’s inauguration in 1993 that she had composed for that day specifically. As there were already quite a few words containing interdental fricatives in the poem already, additional words containing the fricatives were inserted, replacing some of the poem’s last stanza’s original wording.
So many other variables can be affecting the substitution sounds chosen by participants: phonetic environment, native language, linguistic experience in English, that it is difficult to say if any of the substitutions provided by the study’s participants can be attributed to social variables alone.
We see our most interesting sound substitutions for the interdental fricatives occurring with the Portuguese and Vietnamese participants. The Portuguese participants seemed to converge in the sound replacements they chose, while the Vietnamese participants seemed to diverge. Also Portuguese1 and both Vietnamese participants had their highest rate of accurate articulation when speaking with the native speaker. This bit of information could tell us that the Portuguese and Vietnamese participants were, at least in part, using speech accommodation according to Giles et al. (1991).
5.2 AREAS OF FURTHER RESEARCH
Although there is much research in the area of L2 SAT, much of this sociophonetic cross-area of research is unexplored. Based on the findings of this study, an extension of the procedure and analysis of this study could try to find participants that have more varied degrees of linguistic experience in the second language as the speech convergence and divergence in terms of interdental substitutions occurred with pairs of participants that had one predicted ill-experienced member. This lack of experience estimate is based solely on the interdental replacement sounds and nothing more about each participant’s linguistic ability or strength level in English. That is, other indicators of English experience (rate of speech, other sound substitutions, natural fluidity of speech, etc.) were not observed. Since speech accommodation can occur with any individualistic linguistic variable, possible studies in second language speech accommodation are virtually infinite.
Other findings of the study indicate research outside the area of L2 SAT. Research on phonological awareness similarities and differences can be drawn out of the findings for interdental fricative replacements chosen by each participant, indicating that phonological awareness is acquired and represented in the brain similarly or differently between first and second language speakers.
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