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首页> 外文期刊>Hearing Research: An International Journal >Spectral and temporal cues for speech recognition: implications for auditory prostheses.
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Spectral and temporal cues for speech recognition: implications for auditory prostheses.

机译:语音识别的频谱和时间线索:对听觉假体的影响。

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Features of stimulation important for speech recognition in people with normal hearing and in people using implanted auditory prostheses include spectral information represented by place of stimulation along the tonotopic axis and temporal information represented in low-frequency envelopes of the signal. The relative contributions of these features to speech recognition and their interactions have been studied using vocoder-like simulations of cochlear implant speech processors presented to listeners with normal hearing. In these studies, spectral/place information was manipulated by varying the number of channels and the temporal-envelope information was manipulated by varying the lowpass cutoffs of the envelope extractors. Consonant and vowel recognition in quiet reached plateau at 8 and 12 channels and lowpass cutoff frequencies of 16 Hz and 4 Hz, respectively. Phoneme (especially vowel) recognition in noise required larger numbers of channels. Lexical tone recognition required larger numbers of channels and higher lowpass cutoff frequencies. There was a tradeoff between spectral/place and temporal-envelope requirements. Most current auditory prostheses seem to deliver adequate temporal-envelope information, but the number of effective channels is suboptimal, particularly for speech recognition in noise, lexical tone recognition, and music perception.
机译:对于听觉正常的人和使用植入的听觉假肢的人来说,对语音识别很重要的刺激特征包括:沿着耳廓轴的刺激位置表示的频谱信息,以及信号低频包络中表示的时间信息。这些功能对语音识别及其交互作用的相对贡献已通过使用类似于声码器的人工耳蜗植入式语音处理器模拟技术进行了研究,这些模拟器可提供给听力正常的听众。在这些研究中,通过改变通道数来操纵频谱/位置信息,并通过改变包络提取器的低通截止来操纵时间包络信息。在安静的高原地区,辅音和元音识别分别在8和12通道到达,低通截止频率分别为16 Hz和4 Hz。语音中的音素(尤其是元音)识别需要大量通道。词汇音调识别需要更多的通道和更高的低通截止频率。在频谱/位置和时间包络要求之间需要权衡。当前大多数听觉假体似乎可以提供足够的颞包络信息,但是有效通道的数量次优,特别是对于噪声中的语音识别,词汇音调识别和音乐感知。

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