Speech denoising using nonnegative matrix factorization with priors

Kevin Wilson, Bhiksha Raj, Paris Smaragdis, Ajay Divakaran

Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing · 2008 · 281 citations · 5 references

Concepts

Abstract

We present a technique for denoising speech using nonnegative matrix factorization (NMF) in combination with statistical speech and noise models. We compare our new technique to standard NMF and to a state-of-the-art Wiener filter implementation and show improvements in speech quality across a range of interfering noise types.

References

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