scholarly journals A Pronunciation Prior Assisted Vowel Reduction Detection Framework with Multi-Stream Attention Method

2021 ◽  
Vol 11 (18) ◽  
pp. 8321
Author(s):  
Zongming Liu ◽  
Zhihua Huang ◽  
Li Wang ◽  
Pengyuan Zhang

Vowel reduction is a common pronunciation phenomenon in stress-timed languages like English. Native speakers tend to weaken unstressed vowels into a schwa-like sound. It is an essential factor that makes the accent of language learners sound unnatural. To improve vowel reduction detection in a phoneme recognition framework, we propose an end-to-end vowel reduction detection method that introduces pronunciation prior knowledge as auxiliary information. In particular, we have designed two methods for automatically generating pronunciation prior sequences from reference texts and have implemented a main and auxiliary encoder structure that uses hierarchical attention mechanisms to utilize the pronunciation prior information and acoustic information dynamically. In addition, we also propose a method to realize the feature enhancement after encoding by using the attention mechanism between different streams to obtain expanded multi-streams. Compared with the HMM-DNN hybrid method and the general end-to-end method, the average F1 score of our approach for the two types of vowel reduction detection increased by 8.8% and 6.9%, respectively. The overall phoneme recognition rate increased by 5.8% and 5.0%, respectively. The experimental part further analyzes why the pronunciation prior knowledge auxiliary input is effective and the impact of different pronunciation prior knowledge types on performance.

2021 ◽  
Author(s):  
◽  
Dekun Sun

<p>Much of L2 teacher cognition research has focused on L2 English education with native speakers teaching adult students at private institutes and tertiary levels. The present study was set up to investigate Chinese language teachers' personal practical knowledge (PPK) in teaching Chinese in New Zealand secondary schools. Taking qualitative case study as the approach, the present study selected three teachers as participants - two native Chinese speakers (immigrants) and one non-native Chinese speaker with Chinese heritage background - to explore the characteristics of their PPK, and to identify the factors shaping that PPK. The purpose of the study is to gain insight into teacher professional development processes. The data for the present study are mainly interviews with the teachers, supplemented with classroom observations of their teaching, post-lesson discussions, and my field notes. Data analysis and interpretation revealed that each teacher developed her own unique characteristic of PPK, which was captured by a dominant image, an overriding perspective that guided her practice. The factors shaping their PPK and practice are shown to be their prior knowledge, particularly ideologies originating from their native culture, their awareness of their status as native and non-native speakers, their teaching experience, and the institutional context. However, the extent of the impact on each teacher differed depending upon their personal background and level of professional development. The present study supported the view that a teacher's PPK is the dynamic integration of her prior knowledge and understanding of the situation, is oriented toward practice, and is constructed and reconstructed out of the narratives of a teacher's life. Based on this study, a number of implications have been identified for teacher development, as well as suggestions for further study of teachers' PPK.</p>


2021 ◽  
Author(s):  
◽  
Polina P Kobeleva

<p>Vocabulary knowledge is a prerequisite to successful comprehension for native speakers and second language learners alike. Proper names, a peculiar and diverse group of lexical items, have long been the focus of discussion in general linguistics but have received practically no attention in second language vocabulary acquisition research. This study is the first attempt to assess whether proper names impact on second language learners' listening ability. First, I examine the question of how proper names can be adequately defined and discuss their semantic, structural, pragmatic and functional properties. I analyze proper names in light of the prototype theory and argue that personal, deity and pet names constitute the core of the proper name category. Names of places and enterprises occupy an intermediate position while names of events and artefacts are considered the least prototypical, i.e. peripheral members of the category. After identifying essential properties of prototypical proper names, I argue that in a spoken (as opposed to a written) text proper names cannot be considered automatically known items and place high demands on the listeners' cognitive resources. English as a second language (ESL) learners have to bring in a large amount of linguistic and encyclopaedic knowledge in order to cope with proper names in the flow of speech. I propose a 3-level model of such knowledge: recognition -> categorization -> referent properties. I then subject this model to empirical testing. The first experiment shows that among intermediate to advanced ESL learners the proper names recognition rate is around 60 percent. It is harder for ESL listeners to recognize proper names when the percentage of difficult common vocabulary in the text is high. The participants' proficiency level and the structure of a specific text were also found to affect the ability to recognize unfamiliar names. Well over a third of proper names are missed, which suggests that in real life listening, ESL learners mistake unknown common expressions for proper names and vice versa. In the second experiment, the participants' comprehension of a news story is tested under two conditions: Names Known (all proper names are familiar prior to listening) and Names Unknown (all proper names are unfamiliar). Results indicate that the presence of unfamiliar proper names hinders the intermediate to advanced proficiency learners' comprehension of a short news text as measured by immediate free recall and the ability to evaluate proper names related statements. The effect is local; it concerns comprehension of details, particularly those details that are associated with processing the proper names themselves. The Names Unknown group produced fewer details and more incorrect inferences in their recalls, scored significantly lower on the measure of proper names related comprehension, and selfreported a lower amount of comprehension. In contrast, the Names Known group produced more details and fewer incorrect inferences in their recalls, scored much higher on the measure of proper names related comprehension, and self-reported a greater degree of comprehension. The experiment also shows that participants in the Names Unknown treatment were not always able to ascertain from context what the referent of an unfamiliar proper name is, and in cases when they did, they could not extract as much information about the referent as the participants in the Names Known treatment had available. It is evidently unrealistic to expect ESL learners to determine what unfamiliar proper names refer to from context. On average, after 2-3 attempts at listening participants in the Names Unknown group were able to extract just over 40 percent of the information about the referents of unfamiliar proper names. Also participants' difficulty ratings of experimental tasks confirmed that the presence of unfamiliar proper names definitely makes the text seem harder to understand. The last experiment replicated the findings of the previous one on a larger sample. The Names Known group performed significantly better on open-ended questions and true-false-don't know statements. A substantial effect of unfamiliar proper names on the overall comprehension scores was found. Around 17 percent of the variance in the scores was accounted for by familiarity/lack of familiarity with proper names. The findings also provide some evidence in support of the claim that a name form that hints at the cognitive category its referent belongs to is less likely to adversely affect comprehension than a form that does not. Unfamiliar proper names contribute to raising the vocabulary threshold in second language listening, which should be taken into account by teachers, test-developers and other TESOL (teaching English to speakers of other languages) professionals.</p>


2021 ◽  
Author(s):  
◽  
Dekun Sun

<p>Much of L2 teacher cognition research has focused on L2 English education with native speakers teaching adult students at private institutes and tertiary levels. The present study was set up to investigate Chinese language teachers' personal practical knowledge (PPK) in teaching Chinese in New Zealand secondary schools. Taking qualitative case study as the approach, the present study selected three teachers as participants - two native Chinese speakers (immigrants) and one non-native Chinese speaker with Chinese heritage background - to explore the characteristics of their PPK, and to identify the factors shaping that PPK. The purpose of the study is to gain insight into teacher professional development processes. The data for the present study are mainly interviews with the teachers, supplemented with classroom observations of their teaching, post-lesson discussions, and my field notes. Data analysis and interpretation revealed that each teacher developed her own unique characteristic of PPK, which was captured by a dominant image, an overriding perspective that guided her practice. The factors shaping their PPK and practice are shown to be their prior knowledge, particularly ideologies originating from their native culture, their awareness of their status as native and non-native speakers, their teaching experience, and the institutional context. However, the extent of the impact on each teacher differed depending upon their personal background and level of professional development. The present study supported the view that a teacher's PPK is the dynamic integration of her prior knowledge and understanding of the situation, is oriented toward practice, and is constructed and reconstructed out of the narratives of a teacher's life. Based on this study, a number of implications have been identified for teacher development, as well as suggestions for further study of teachers' PPK.</p>


2015 ◽  
Vol 7 (5) ◽  
pp. 55
Author(s):  
Ali Alsaawi

<p class="1"><span lang="X-NONE">Writing is a pivotal system that transfers spoken utterances from being heard to being seen and read. Literacy is appraised not only by reading and writing accurately, but also spelling words correctly. Pedagogically speaking, second language learners (L2) may struggle in their English writing more than first language speakers (L1) due to different reasons. Even among L2 learners, it is believed that Arab learners struggle with English spelling more than any other non-native speakers. </span><span lang="X-NONE">This paper, therefore, is an attempt to review recent research and literature on the</span><span lang="X-NONE"> spelling errors made by Arab learners. In addition, </span><span lang="EN-US">a small experimental study of </span><span lang="EN-US">intermediate high school Saudi students aged 17-18 years old</span><span lang="EN-US"> (n = 26) is implemented in a context that has not been explored yet. All participating students were tested before taking part in the study. </span><span lang="EN-US">The results of this study are consistent with previous research, which found that spelling errors made by Arab learners are associated with the impact of their L1. The most common spelling errors are consonant doubling, silent letters, </span><span lang="X-NONE">final [e] and vowels in general</span><span lang="EN-US">. It is, thus, indispensable for Arab instructors and stakeholders to scrutinize this dilemma explicitly. </span></p>


2021 ◽  
Author(s):  
◽  
Polina P Kobeleva

<p>Vocabulary knowledge is a prerequisite to successful comprehension for native speakers and second language learners alike. Proper names, a peculiar and diverse group of lexical items, have long been the focus of discussion in general linguistics but have received practically no attention in second language vocabulary acquisition research. This study is the first attempt to assess whether proper names impact on second language learners' listening ability. First, I examine the question of how proper names can be adequately defined and discuss their semantic, structural, pragmatic and functional properties. I analyze proper names in light of the prototype theory and argue that personal, deity and pet names constitute the core of the proper name category. Names of places and enterprises occupy an intermediate position while names of events and artefacts are considered the least prototypical, i.e. peripheral members of the category. After identifying essential properties of prototypical proper names, I argue that in a spoken (as opposed to a written) text proper names cannot be considered automatically known items and place high demands on the listeners' cognitive resources. English as a second language (ESL) learners have to bring in a large amount of linguistic and encyclopaedic knowledge in order to cope with proper names in the flow of speech. I propose a 3-level model of such knowledge: recognition -> categorization -> referent properties. I then subject this model to empirical testing. The first experiment shows that among intermediate to advanced ESL learners the proper names recognition rate is around 60 percent. It is harder for ESL listeners to recognize proper names when the percentage of difficult common vocabulary in the text is high. The participants' proficiency level and the structure of a specific text were also found to affect the ability to recognize unfamiliar names. Well over a third of proper names are missed, which suggests that in real life listening, ESL learners mistake unknown common expressions for proper names and vice versa. In the second experiment, the participants' comprehension of a news story is tested under two conditions: Names Known (all proper names are familiar prior to listening) and Names Unknown (all proper names are unfamiliar). Results indicate that the presence of unfamiliar proper names hinders the intermediate to advanced proficiency learners' comprehension of a short news text as measured by immediate free recall and the ability to evaluate proper names related statements. The effect is local; it concerns comprehension of details, particularly those details that are associated with processing the proper names themselves. The Names Unknown group produced fewer details and more incorrect inferences in their recalls, scored significantly lower on the measure of proper names related comprehension, and selfreported a lower amount of comprehension. In contrast, the Names Known group produced more details and fewer incorrect inferences in their recalls, scored much higher on the measure of proper names related comprehension, and self-reported a greater degree of comprehension. The experiment also shows that participants in the Names Unknown treatment were not always able to ascertain from context what the referent of an unfamiliar proper name is, and in cases when they did, they could not extract as much information about the referent as the participants in the Names Known treatment had available. It is evidently unrealistic to expect ESL learners to determine what unfamiliar proper names refer to from context. On average, after 2-3 attempts at listening participants in the Names Unknown group were able to extract just over 40 percent of the information about the referents of unfamiliar proper names. Also participants' difficulty ratings of experimental tasks confirmed that the presence of unfamiliar proper names definitely makes the text seem harder to understand. The last experiment replicated the findings of the previous one on a larger sample. The Names Known group performed significantly better on open-ended questions and true-false-don't know statements. A substantial effect of unfamiliar proper names on the overall comprehension scores was found. Around 17 percent of the variance in the scores was accounted for by familiarity/lack of familiarity with proper names. The findings also provide some evidence in support of the claim that a name form that hints at the cognitive category its referent belongs to is less likely to adversely affect comprehension than a form that does not. Unfamiliar proper names contribute to raising the vocabulary threshold in second language listening, which should be taken into account by teachers, test-developers and other TESOL (teaching English to speakers of other languages) professionals.</p>


Methodology ◽  
2015 ◽  
Vol 11 (3) ◽  
pp. 89-99 ◽  
Author(s):  
Leslie Rutkowski ◽  
Yan Zhou

Abstract. Given a consistent interest in comparing achievement across sub-populations in international assessments such as TIMSS, PIRLS, and PISA, it is critical that sub-population achievement is estimated reliably and with sufficient precision. As such, we systematically examine the limitations to current estimation methods used by these programs. Using a simulation study along with empirical results from the 2007 cycle of TIMSS, we show that a combination of missing and misclassified data in the conditioning model induces biases in sub-population achievement estimates, the magnitude and degree to which can be readily explained by data quality. Importantly, estimated biases in sub-population achievement are limited to the conditioning variable with poor-quality data while other sub-population achievement estimates are unaffected. Findings are generally in line with theory on missing and error-prone covariates. The current research adds to a small body of literature that has noted some of the limitations to sub-population estimation.


Author(s):  
Choong Pow Yean ◽  
Sarinah Bt Sharif ◽  
Normah Bt Ahmad

The Nihongo Partner Program or “Japanese Language Partner” is a program that sends native speakers to support the teaching and learning of Japanese overseas. The program is fully sponsored by The Japan Foundation. The aim of this program is to create an environment that motivates the students to learn Japanese. This study is based on a survey of the Nihongo Partner Program conducted on students and language lecturers at UiTM, Shah Alam. This study aims to investigate if there is a necessity for native speakers to be involved in the teaching and learning of Japanese among foreign language learners. Analysis of the results showed that both students and lecturers are in dire need of the Nihongo Partner Program to navigate the learning of the Japanese language through a variety of language learning activities. The involvement of native speaker increases students’ confidence and motivation to converse in Japanese. The program also provides opportunities for students to increase their Japanese language proficiency and lexical density. In addition, with the opportunity to interact with the native speakers, students and lecturers will have a better understanding of Japanese culture as they are able to observe and ask the native speakers. Involvement of native speakers is essential in teaching and learning of Japanese in UiTM.


Languages ◽  
2021 ◽  
Vol 6 (1) ◽  
pp. 16
Author(s):  
Pascale Leclercq

This study aims to advance the understanding of the impact of the discursive context in the form-function mappings of aller + V forms by native speakers (NSs) and learners of French (NNSs), and to further knowledge about the developmental patterns of use of such forms at three proficiency levels (lower intermediate, upper intermediate, and advanced). While aller + V is often referred to as a periphrastic future form, i.e., a way to express temporal reference, it also takes a range of diverse semantic values (including spatial, aspectual, and modal values), and discursive functions. We therefore set out to examine data from a cross-sectional oral narrative and a longitudinal semi-guided interview task to find out to what extent aller + V forms are used by NSs and NNSs in a study abroad context. Our main results show that at lower intermediate level, spatial values dominate, while temporal and modal values emerge at upper intermediate and advanced levels. As regards the discursive functions of aller + V, learners make context appropriate choices (among others, narrative function in oral narratives, and stance-marking in interviews), but even at advanced level, their range of semantic values and discursive functions is more restricted than native speakers’.


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