Monaural speech enhancement through deep wave-U-net

Heitor R. Guimarães,Hitoshi Nagano, Diego W. Silva

Expert Systems with Applications（2020）

引用 11|浏览13

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摘要

•We introduce a new convolutional network for speech enhancement: SEWUNet.•This network presents 4 simple techniques that enhance performance and efficiency.•Noise and word error reductions are achieved, with performance invariance to lengths.•An implementation is made available at https://github.com/Hguimaraes/SEWUNet.

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关键词

Speech enhancement,Noise reduction,Wave-U-net,Deep learning,Signal to Noise Ratio (SNR),Word Error Rate (WER)

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