Self-Supervised Denoising Autoencoder With Linear Regression Decoder For Speech Enhancement

Nonlinear spectral mapping-based models based on supervised learning have successfully applied for speech enhancement. However, as supervised learning approaches, a large amount of labelled data (noisy-clean speech pairs) should be provided to train those
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