A unified DNN approach to speaker-dependent simultaneous speech enhancement and speech separation in low SNR environments

SPEECH COMMUNICATION, pp. 28-39, 2017.

Cited by: 18|Views22
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Abstract:

We propose a unified speech enhancement framework to jointly handle both background noise and interfering speech in a speaker-dependent scenario based on deep neural networks (DNNs). We first explore speaker-dependent speech enhancement that can significantly improve system performance over speaker-independent systems. Next, we consider i...More

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