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A new binary mask based on noise constraints for improved speech intelligibility

机译:一种新的基于噪声约束的二进制掩码,可提高语音清晰度

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It has been shown that large gains in speech intelligibility can be obtained by using the binary mask approach which retains the time-frequency (T-F) units of the mixture signal that are stronger than the interfering noise (masker) (i.e., SNR>0 dB), and removes the T-F units where the interfering noise dominates. In this paper, we introduce a new binary mask for improving speech intelligibility based on noise distortion constraints. A binary mask is designed to retain noise overestimated T-F units while discarding noise underestimated T-F units. Listening tests were conducted to evaluate the new binary mask in terms of intelligibility. Results from the listening tests indicated that large gains in intelligibility can be achieved by the application of the proposed binary mask to noise-corrupted speech even at extremely low SNR levels (-10 dB).
机译:已经表明,通过使用二进制掩码方法可以获得较大的语音清晰度,该二进制掩码方法保留了混合信号的时间-频率(TF)单元,该时间-频率单元比干扰噪声(掩码)强(即,SNR> 0 dB) ),并移除干扰噪声占主导的TF单元。在本文中,我们基于噪声失真约束引入了一种新的二进制掩码,用于提高语音清晰度。设计了二进制掩码,以保留噪声被高估的T-F单元,同时丢弃噪声被低估的T-F单元。进行了听力测试以评估新二进制掩码的清晰度。听力测试的结果表明,即使在极低的SNR水平(-10 dB)下,通过将建议的二进制掩码应用于受噪声破坏的语音,也可以实现较大的清晰度。

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