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Single-Channel Speech Enhancement Based on Psychoacoustic Masking

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Speech enhancement processing can improve the performance of speech communication systems in noisy environments, such as in mobile communication systems, speech recognition, or hearing aids. Single-channel speech enhancement is more difficult than it is with multiple channels since there is no independent source of information that can help separate the speech and noise signals. This paper addresses single-channel speech enhancement based on the masking properties of the human auditory system. A complete implementation of speech enhancement using psychoacoustic masking is presented. The incorporation of temporal masking along with simultaneous masking (as compared to using only simultaneous masking) produces results that are more consistent with human auditory characteristics. The combined masking is then used to adapt the subtraction parameters to obtain the best trade-off among noise reduction, speech distortion, and the level of residual perceptual noise. The application of objective measures and subjective listening tests demonstrate that the proposed algorithm outperforms comparable speech enhancement algorithms.

JAES Volume 65 Issue 4 pp. 272-284; April 2017
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AES - Audio Engineering Society