Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition

Xin Luo, Q. Fu
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引用次数: 1

Abstract

Studies have revealed near perfect speech recognition with primarily temporal envelope cues and severely degraded spectral cues. Among different types of temporal envelope cues, periodicity fluctuation cues have been found to significantly improve Chinese tone and sentence recognition, while the contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition have not been clearly stated. In order to make periodicity fluctuation cues available in different frequency regions, the present study employed different low-pass cutoff frequencies for the temporal envelope detectors in different channels of a four-channel noise-band cochlear implant simulation. Chinese tone and vowel recognition scores were measured for six native Chinese normal hearing listeners under six low-pass cutoff frequency combinations: all 50 Hz in four channels (all-50 Hz), all 500 Hz in four channels (all-500 Hz), and 500 Hz in one of the four channels while 50 Hz in the other three channels (ch1-500 Hz, ch2-500 Hz, et al.). The results showed that the ch4-500 Hz condition produced the highest Chinese tone recognition among the four single-channel-500 Hz conditions, and was the only condition whose tone recognition was similar to that of the all-500 Hz condition and was significantly higher than that of the all-50 Hz condition. Chinese vowel recognition was not significantly affected by different cutoff frequency combinations. These results suggest that delivering periodicity fluctuation cues in higher frequency channels might be more important and efficient in enhancing Chinese tone recognition for cochlear implant patients.
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各频率通道周期性波动线索对汉语语音识别的贡献
研究揭示了近乎完美的语音识别,主要是时间包络线索和严重退化的频谱线索。在不同类型的时间包络线索中,周期性波动线索显著提高了汉语声调和句子的识别能力,而单个频率通道的周期性波动线索对汉语语音识别的贡献尚未明确。为了在不同的频率区域获得周期性波动线索,本研究在四通道噪声带人工耳蜗模拟的不同通道中对时间包络检测器采用了不同的低通截止频率。在六种低通截止频率组合下,对六名正常听力的中国母语听众进行汉语声调和元音识别得分测量:四个通道全部50 Hz(全50 Hz),四个通道全部500 Hz(全500 Hz),四个通道中一个通道500 Hz,其他三个通道(ch1-500 Hz, ch2-500 Hz,等)50 Hz。结果表明,ch4-500 Hz条件下的汉语声调识别率在4个单通道-500 Hz条件下最高,是唯一一个与全500 Hz条件相似且显著高于全50 Hz条件的汉语声调识别率。不同的截止频率组合对汉语元音识别无显著影响。这些结果表明,在更高的频率通道中传递周期性波动线索可能对增强人工耳蜗患者的中文语音识别更为重要和有效。
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