Speech Enhancement by Online Non-negative Spectrogram Decomposition in Non-stationary Noise Environments

Abstract

Classical single-channel speech enhancement algorithms have two convenient properties: they require pre-learning the noise model but not the speech model, and they work online. However, they often have difficulties in dealing with non-stationary noise sources. Source separation algorithms based on nonnegative spectrogram decompositions are capable of… (More)

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