3.8 Review

Speech recognition in adverse conditions: A review

期刊

LANGUAGE AND COGNITIVE PROCESSES
卷 27, 期 7-8, 页码 953-978

出版社

ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
DOI: 10.1080/01690965.2012.705006

关键词

Speech recognition; Lexical access; Adverse conditions; Signal degradation; Cognitive load; Masking

资金

  1. ESRC [ES/I000682/1] Funding Source: UKRI
  2. MRC [MC_U105580446] Funding Source: UKRI
  3. Economic and Social Research Council [ES/I000682/1] Funding Source: researchfish
  4. Medical Research Council [MC_U105580446] Funding Source: researchfish

向作者/读者索取更多资源

This article presents a review of the effects of adverse conditions (ACs) on the perceptual, linguistic, cognitive, and neurophysiological mechanisms underlying speech recognition. The review starts with a classification of ACs based on their origin: Degradation at the source (production of a noncanonical signal), degradation during signal transmission (interfering signal or medium-induced impoverishment of the target signal), receiver limitations (peripheral, linguistic, cognitive). This is followed by a parallel, yet orthogonal classification of ACs based on the locus of their effect: Perceptual processes, mental representations, attention, and memory functions. We then review the added value that ACs provide for theories of speech recognition, with a focus on fundamental themes in psycholinguistics: Content and format of lexical representations, time-course of lexical access, word segmentation, feed-back in speech perception and recognition, lexicalsemantic integration, interface between the speech system and general cognition, neuroanatomical organisation of speech processing. We conclude by advocating an approach to speech recognition that includes rather than neutralises complex listening environments and individual differences.

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