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Lexical tone recognition with spectrally mismatched envelopes

机译:具有频谱不匹配的包络的词汇音调识别

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摘要

It has been shown that frequency-place mismatch has detrimental effects on English speech recognition. The present study investigated the effects of mismatched spectral distribution of envelopes on Mandarin Chinese tone recognition using a noise-excited vocoder. In Experiment 1, speech samples were processed to simulate a cochlear implant with various insertion depths. The carrier bands were shifted basally relative to the analysis bands by 1 to 7 mm in the cochlea. Nine normal-hearing Mandarin Chinese listeners participated in this experiment. Basal shift of the carriers only slightly affected tone recognition. The resistance of tone recognition to spectral shift can be attributed to the overall amplitude contour cues that are independent from spectral manipulations. Experiment 2 examined the effects of frequency compression, where widened analysis bands by 2, 6, and 10 mm were compressively allocated to narrower carrier bands. Five of the 9 subjects participated in Experiment 2. It appears that the expanded frequency information especially on the low frequency end can compensate for the distortion from frequency compression. Thus, spectral shift might not pose a severe problem for tone recognition, and allocation of wider frequency range to include more low frequency information might be beneficial for tone recognition.
机译:已经表明,频率位置不匹配对英语语音识别具有有害影响。本研究调查了使用噪声激发声码器,信封的频谱分布不匹配对普通话音调识别的影响。在实验1中,语音样本经过处理以模拟具有各种插入深度的人工耳蜗。在耳蜗中,载带相对于分析带基本移动了1至7 mm。九名正常听普通话的听众参加了该实验。载体的基础移位仅轻微影响音调识别。音调识别对频谱偏移的抵抗力可归因于与频谱操作无关的整体幅度轮廓提示。实验2检验了频率压缩的效果,其中将2、6和10 mm的扩展分析带压缩地分配给了较窄的载波带。 9名受试者中有5名参加了实验2。看来,扩展的频率信息(尤其是在低频端)可以补偿频率压缩带来的失真。因此,频谱移位可能不会对音调识别造成严重的问题,分配更宽的频率范围以包含更多的低频信息可能对音调识别有利。

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