본문 바로가기
KERD
논문KCI 등재

Proficiency, Use of Context and Non-Native Speech Perception in Noise Performance

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

초록

Purpose: The present study evaluated a novel method of quantifying relative use of bottom-up and top-down processing when perceiving speech in challenging listening conditions. Methods: One-hundred seven normal-hearing adults participated as listeners. Fortyseven were Spanish-speaking, second-language learners of English (L2) and 60 were monolingual speakers of English. Using adaptive procedure, signal-to-noise ratios required for 70%-correct recognition of words and sentences (SNR70) were obtained for all listeners. Individual listeners were statistically classified as “native-like” or “non-native” based on the sentence and word SNR70. Results: Despite their native-like performance in quiet, only half of the L2 listeners’ SNR70 values were “native-like”, whereas the remaining half L2 listeners required more favorable SNR70. Interestingly, although there was no notable difference in language background among the “nonnative” L2 listeners, half of them required more favorable SNR70 for sentences than for words, suggesting inability to use sentence context as effectively as the remaining “non-native” or “native-like” L2 listeners. Conclusion: The results show that the present method may be useful in identifying the shortcomings in listening strategies individual second-language learners use. Such information can possibly serve as a guide to choose exercises and/or training to alleviate difficulty they experience in challenging listening conditions, which may be possibly applicable to other listener populations.

Abstract

Purpose: The present study evaluated a novel method of quantifying relative use of bottom-up and top-down processing when perceiving speech in challenging listening conditions. Methods: One-hundred seven normal-hearing adults participated as listeners. Fortyseven were Spanish-speaking, second-language learners of English (L2) and 60 were monolingual speakers of English. Using adaptive procedure, signal-to-noise ratios required for 70%-correct recognition of words and sentences (SNR70) were obtained for all listeners. Individual listeners were statistically classified as “native-like” or “non-native” based on the sentence and word SNR70. Results: Despite their native-like performance in quiet, only half of the L2 listeners’ SNR70 values were “native-like”, whereas the remaining half L2 listeners required more favorable SNR70. Interestingly, although there was no notable difference in language background among the “nonnative” L2 listeners, half of them required more favorable SNR70 for sentences than for words, suggesting inability to use sentence context as effectively as the remaining “non-native” or “native-like” L2 listeners. Conclusion: The results show that the present method may be useful in identifying the shortcomings in listening strategies individual second-language learners use. Such information can possibly serve as a guide to choose exercises and/or training to alleviate difficulty they experience in challenging listening conditions, which may be possibly applicable to other listener populations.

참고문헌 (26)

  1. American National Standards Institute, "American National Standard:Methods for Calculation of the Speech Intelligibility Index (ANSI", ASA S3.5-1997), 1997
  2. Bankson, N. W., "Quick Screen of Phonology" (1990), Special Press, Inc
  3. Hearing Tests and the Spoken Language of Hearing-impaired Children, "Speech", pp.1979, Bench, R. J.
  4. Bradlow, A. R., "Semantic and phonetic enhancements for speech-in-noise recognition by native and non-native listeners", The Journal of the Acoustical Society of America, 121(4), pp.2339~2349 (2007)
  5. Cutler, A., "Patterns of English phoneme confusions by native and non-native listeners", The Journal of the Acoustical Society of America, 116(6), pp.3668~3678 (2004)
  6. Egan, J. P., "Articulation testing methods", The Laryngoscope, 58(9), pp.955~991 (1948)
  7. Garcia Lecumberri, M. L., "Non-native speech perception in adverse conditions: A review", Speech Communication, 52(11-12), pp.864~886 (2010)
  8. Haskins, H. L., "A phonetically balanced test of speech discrimination for children", master, pp.1949
  9. Klecka, W. R., "Discriminant Analysis" (1980), Sage Publishing
  10. Levitt, H., "Transformed up-down methods in psychoacoustics", The Journal of the Acoustical Society of America, 49(2), pp.467~477 (1971)
  11. Marslen-Wilson, W., "Levels of perceptual representation and process in lexical access : Words, phonemes, and features", Psychological Review, 101(4), pp.653~675 (1994)
  12. Massaro, D. W., "Testing between the TRACE model and the fuzzy logical model of speech perception", Cognitive Psychology, 21(3), pp.398~421 (1989)
  13. Mattys, S. L., "Speech recognition in adverse conditions: A review", Language and Cognitive Processes, 27(7-8), pp.953~978 (2012)
  14. Mayo, L. H., "Age of second-language acquisition and perception of speech in noise", Journal of Speech, Language, and Hearing Research, 40(3), pp.686~693 (1997)
  15. McClelland, J. L., "Are there interactive processes in speech perception?", Trends in Cognitive Sciences, 10(8), pp.363~369 (2006)
  16. Meador, D., "Factors affecting the recognition of words in a second language", Bilingualism : Language and Cognition, 3, pp.55~67 (2000)
  17. Neuman, A. C., "Combined effects of noise and reverberation on speech recognition performance of normal-hearing children and adults", Ear and Hearing, 31(3), pp.336~344 (2010)
  18. Nittrouer, S., "Context effects in phoneme and word recognition by young children and older adults", The Journal of the Acoustical Society of America, 87(6), pp.2705~2715 (1990)
  19. Norris, D., "Merging information in speech recognition: feedback is never necessary", Behavioral and Brain Sciences, 23(3), pp.299~325 (2000)
  20. Raffin, M. J., "Confidence levels for differences between speech-discrimination scores. A research note", Journal of Speech, and Hearing Research, 23(1), pp.5~18 (1980)
  21. Rogers, C. L., "Effects of bilingualism, noise, and reverberation on speech perception by listeners with normal hearing", Applied Psycholinguistics, 27, pp.465~485 (2006)
  22. Shi, L. F., "Perception of acoustically degraded sentences in bilingual listeners who differ in age of english acquisition", Journal of Speech, Language, and Hearing Research, 53(4), pp.821~835 (2010)
  23. Tsui, A. B. M., "Bottom-up or top-down processing as a discriminator of L2 listening performance", Applied Linguistics, 19(4), pp.432~451 (1998)
  24. Tyler, M. D., "Resource consumption as a function of topic knowledge in nonnative and native comprehension", Language Learning, 51(2), pp.257~280 (2001)
  25. Van Engen, K. J., "Sentence recognition in nativeand foreign-language multi-talker background noise", The Journal of the Acoustical Society of America, 121(1), pp.519~526 (2007)
  26. Weber, A., "First-language phonotactics in second-language listening", The Journal of the Acoustical Society of America, 119(1), pp.597~607 (2006)

관련 논문AI추천

이 간행물의 다른 논문 (7건)