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How Noise and Language Proficiency Influence Speech Recognition by Individual Non-Native Listeners
Authors:Jin Zhang  Lingli Xie  Yongjun Li  Monita Chatterjee  Nai Ding
Affiliation:1. College of Mathematics and Computer Science, Hunan Normal University, Hunan, China.; 2. School of Software, Hunan University, Hunan, China.; 3. Boys Town National Research Hospital, Omaha, Nebraska, United States of America.; 4. Department of Psychology, New York University, New York, New York, United States of America.; Utrecht University, Netherlands,
Abstract:This study investigated how speech recognition in noise is affected by language proficiency for individual non-native speakers. The recognition of English and Chinese sentences was measured as a function of the signal-to-noise ratio (SNR) in sixty native Chinese speakers who never lived in an English-speaking environment. The recognition score for speech in quiet (which varied from 15%–92%) was found to be uncorrelated with speech recognition threshold (SRTQ/2), i.e. the SNR at which the recognition score drops to 50% of the recognition score in quiet. This result demonstrates separable contributions of language proficiency and auditory processing to speech recognition in noise.
Keywords:
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