Speech recognition in adverse conditions: A review

心理语言学 言语感知 认知 积极倾听 感知 认知心理学 心理学 语音处理 语音识别 演讲制作 计算机科学 沟通 神经科学
作者
Sven L. Mattys,Matthew H. Davis,Ann R. Bradlow,Sophie K. Scott
出处
期刊:Language and Cognitive Processes [Informa]
卷期号:27 (7-8): 953-978 被引量:746
标识
DOI:10.1080/01690965.2012.705006
摘要

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, lexical-semantic 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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