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噪声中的语音识别:时域、频域和可见语音线索的贡献。

Speech identification in noise: Contribution of temporal, spectral, and visual speech cues.

机构信息

MARCS Auditory Laboratories, University of Western Sydney, NSW 1797, Australia.

出版信息

J Acoust Soc Am. 2009 Dec;126(6):3246-57. doi: 10.1121/1.3250425.

Abstract

This study investigated the degree to which two types of reduced auditory signals (cochlear implant simulations) and visual speech cues combined for speech identification. The auditory speech stimuli were filtered to have only amplitude envelope cues or both amplitude envelope and spectral cues and were presented with/without visual speech. In Experiment 1, IEEE sentences were presented in quiet and noise. For in-quiet presentation, speech identification was enhanced by the addition of both spectral and visual speech cues. Due to a ceiling effect, the degree to which these effects combined could not be determined. In noise, these facilitation effects were more marked and were additive. Experiment 2 examined consonant and vowel identification in the context of CVC or VCV syllables presented in noise. For consonants, both spectral and visual speech cues facilitated identification and these effects were additive. For vowels, the effect of combined cues was underadditive, with the effect of spectral cues reduced when presented with visual speech cues. Analysis indicated that without visual speech, spectral cues facilitated the transmission of place information and vowel height, whereas with visual speech, they facilitated lip rounding, with little impact on the transmission of place information.

摘要

本研究调查了两种类型的简化听觉信号(人工耳蜗模拟)与视觉语音线索相结合对语音识别的影响程度。听觉语音刺激被过滤为仅具有幅度包络线索或同时具有幅度包络和频谱线索,并与视觉语音一起或不与视觉语音呈现。在实验 1 中,在安静和噪声环境下呈现 IEEE 句子。在安静环境下,添加频谱和视觉语音线索可以增强语音识别。由于存在上限效应,无法确定这些效果结合的程度。在噪声环境中,这些促进效应更加明显,并且是相加的。实验 2 研究了在噪声环境下呈现 CVC 或 VCV 音节的情况下,辅音和元音的识别。对于辅音,频谱和视觉语音线索都有助于识别,并且这些效果是相加的。对于元音,组合线索的效果是次相加的,当呈现视觉语音线索时,频谱线索的效果降低。分析表明,在没有视觉语音的情况下,频谱线索有助于传递位置信息和元音高度,而在有视觉语音的情况下,它们有助于圆唇,对位置信息的传递影响很小。

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