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频谱和时间线索对音素识别的相对贡献。

Relative contributions of spectral and temporal cues for phoneme recognition.

作者信息

Xu Li, Thompson Catherine S, Pfingst Bryan E

机构信息

School of Hearing, Speech and Language Sciences, Ohio University, Athens, Ohio 45701, USA.

出版信息

J Acoust Soc Am. 2005 May;117(5):3255-67. doi: 10.1121/1.1886405.

Abstract

Cochlear implants provide users with limited spectral and temporal information. In this study, the amount of spectral and temporal information was systematically varied through simulations of cochlear implant processors using a noise-excited vocoder. Spectral information was controlled by varying the number of channels between 1 and 16, and temporal information was controlled by varying the lowpass cutoff frequencies of the envelope extractors from 1 to 512 Hz. Consonants and vowels processed using those conditions were presented to seven normal-hearing native-English-speaking listeners for identification. The results demonstrated that both spectral and temporal cues were important for consonant and vowel recognition with the spectral cues having a greater effect than the temporal cues for the ranges of numbers of channels and lowpass cutoff frequencies tested. The lowpass cutoff for asymptotic performance in consonant and vowel recognition was 16 and 4 Hz, respectively. The number of channels at which performance plateaued for consonants and vowels was 8 and 12, respectively. Within the above-mentioned ranges of lowpass cutoff frequency and number of channels, the temporal and spectral cues showed a tradeoff for phoneme recognition. Information transfer analyses showed different relative contributions of spectral and temporal cues in the perception of various phonetic/acoustic features.

摘要

人工耳蜗为使用者提供有限的频谱和时间信息。在本研究中,通过使用噪声激励声码器对人工耳蜗处理器进行模拟,系统地改变了频谱和时间信息的量。通过将通道数量在1至16之间变化来控制频谱信息,通过将包络提取器的低通截止频率在1至512Hz之间变化来控制时间信息。使用这些条件处理的辅音和元音被呈现给七名以英语为母语的正常听力听众进行识别。结果表明,频谱和时间线索对于辅音和元音识别都很重要,在所测试的通道数量和低通截止频率范围内,频谱线索的影响大于时间线索。辅音和元音识别中渐近性能的低通截止频率分别为16Hz和4Hz。辅音和元音性能达到平稳状态时的通道数量分别为8和12。在上述低通截止频率和通道数量范围内,时间和频谱线索在音素识别中表现出一种权衡。信息传递分析显示了频谱和时间线索在各种语音/声学特征感知中的不同相对贡献。

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