Speech Recognition in Noise in Adults and Children Who Speak English or Chinese as Their First Language

被引:8
|
作者
Schafer, Erin C. [1 ]
Aoyama, Katsura [1 ]
Ho, Tiffany [1 ]
Castillo, Priscilla [1 ]
Conlin, Jennifer [1 ]
Jones, Jessalyn [1 ]
Thompson, Skyler [1 ]
机构
[1] Univ North Texas, Dept Audiol & Speech Language Pathol, Denton, TX 76203 USA
关键词
speech recognition; noise; Mandarin; English; OLDER-ADULTS; HEARING-LOSS; PERFORMANCE; PERCEPTION; LISTENERS; REVERBERATION; 2ND-LANGUAGE; VALIDATION; MASKING; YOUNGER;
D O I
10.3766/jaaa.17066
中图分类号
R36 [病理学]; R76 [耳鼻咽喉科学];
学科分类号
100104 ; 100213 ;
摘要
Background: Speech recognition of individuals who are listening to a nonnative language is significantly degraded in the presence of background noise and may be influenced by proficiency, age of acquisition, language experience, and daily use of the nonnative language. Purpose: The purpose of this study is to examine and compare speech recognition in noise performance across test conditions with varying signal-to-noise ratios (SNRs) as well as the presence of vocal and spatial cues in listeners who speak American English as a native language or Mandarin Chinese as a native language: Self-rated English proficiency and experience were collected for native Mandarin Chinese speakers to determine its relationship to performance on the test measures. Research Design: A cross-sectional repeated measures design was used for the study. Data Collection and Analyses: Percent correct speech recognition in noise was assessed at three SNRs (-3, 0, +3 dB) using the adult or pediatric versions of the AzBio sentence test. The Listening in Spatialized Noise-Sentence (LiSN-S) test was used to determine the effect of providing spatial and vocal cues on the speech recognition in noise performance of the groups of participants. The data for each age group and test measure were analyzed with a repeated measures analysis of variance. Correlation analyses were performed to examine relationships between English proficiency and experience on performance across the speech recognition test conditions. Results: Analysis of the data from the adult or pediatric AzBio sentence test identified a significant effect of native language for adults but no significant effect for children. The higher SNRs yielded better performance for all listeners. On the LiSN-S test, results for the adult and pediatric groups were similar and showed significantly better performance for the native English speakers in every test condition. The demographic and language characteristics that most affected speech recognition performance across the test measures included the length of time the person lived in the United States, the age of English acquisition, the number of minutes per day English was spoken by the participant, and the self-rated English proficiency. Conclusions: The findings in this study highlight the importance and benefit of higher SNRs as well as the provision of vocal and spatial cues for improving speech recognition performance in noise of adult and pediatric listeners who speak Mandarin Chinese as a native language.
引用
收藏
页码:885 / 897
页数:13
相关论文
共 50 条
  • [21] I Can Speak: improving English pronunciation through automatic speech recognition-based language learning systems
    Bashori, Muzakki
    van Hout, Roeland
    Strik, Helmer
    Cucchiarini, Catia
    INNOVATION IN LANGUAGE LEARNING AND TEACHING, 2024, 18 (05) : 443 - 461
  • [22] English-language acculturation predicts academic performance in nursing students who speak English as a second language
    Salamonson, Yenna
    Everett, Bronwyn
    Koch, Jane
    Andrew, Sharon
    Davidson, Patricia M.
    RESEARCH IN NURSING & HEALTH, 2008, 31 (01) : 86 - 94
  • [23] Individual differences in language and working memory affect children's speech recognition in noise
    McCreery, Ryan W.
    Spratford, Meredith
    Kirby, Benjamin
    Brennan, Marc
    INTERNATIONAL JOURNAL OF AUDIOLOGY, 2017, 56 (05) : 306 - 315
  • [24] English Language Speech Recognition using MFCC and HMM
    Naithani, Kanchan
    Thakkar, V. M.
    Semwal, Ashish
    2018 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN INTELLIGENT AND COMPUTING IN ENGINEERING (RICE III), 2018,
  • [25] HOME LITERACY ENVIRONMENT AND ENGLISH LANGUAGE AND LITERACY SKILLS AMONG CHINESE YOUNG CHILDREN WHO LEARN ENGLISH AS A SECOND LANGUAGE
    Yeung, Susanna S.
    King, Ronnel B.
    READING PSYCHOLOGY, 2016, 37 (01) : 92 - 120
  • [26] Speech recognition in noise task among children and young-adults: a pupillometry study
    Trau-Margalit, Avital
    Fostick, Leah
    Harel-Arbeli, Tami
    Nissanholtz Gannot, Rachel
    Taitelbaum-Swead, Riki
    FRONTIERS IN PSYCHOLOGY, 2023, 14
  • [27] Dialect density, language abilities and emergent literacy skills of prekindergarten children who speak African American English
    Baldwin, Erika
    Heilmann, John
    Finneran, Denise
    Cho, Chi C.
    Moyle, Maura
    JOURNAL OF RESEARCH IN READING, 2022, 45 (04) : 567 - 586
  • [28] Research on Chinese-English bilingual speech recognition
    Zhang, Qingqing
    Pan, Jielin
    Yan, Yonghong
    Shengxue Xuebao/Acta Acustica, 2010, 35 (02): : 270 - 275
  • [29] "Speak the Language of Your Flag": Speech, Language, and Oralism During the First World War
    Healey, Katherrine H. R.
    JOURNAL OF THE GILDED AGE AND PROGRESSIVE ERA, 2023, 22 (04): : 406 - 426
  • [30] Language assessment of Polish-English bilingual children by speech and language therapists who do not speak Polish: A feasibility study of a novel scoring schema for Sentence-Repetition-Tasks
    Lally, Saoirse
    Banasik-Jemielniak, Natalia
    Haman, Ewa
    Antonijevic, Stanislava
    INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS, 2025, 60 (02)