A Speech Enhancement Neural Network Architecture with SNR-Progressive Multi-Target Learning for Robust Speech Recognition

Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, pp. 873.0-877.0, 2019.

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Abstract:

We present a pre-processing speech enhancement network architecture for noise-robust speech recognition by learning progressive multiple targets (PMTs). PMTs are represented by a series of progressive ratio masks (PRMs) and progressively enhanced log-power spectra (PELPS) targets at various layers based on different signal-to-noise-ratios...More

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