Invertible DNN-based nonlinear time-frequency transform for speech enhancement

ICASSP, pp. 6644-6648, 2019.

Cited by: 2|Views4
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Abstract:

We propose an end-to-end speech enhancement method with trainable time-frequency~(T-F) transform based on invertible deep neural network~(DNN). The resent development of speech enhancement is brought by using DNN. The ordinary DNN-based speech enhancement employs T-F transform, typically the short-time Fourier transform~(STFT), and esti...More

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