Speech denoising using nonnegative matrix factorization with priors 论文

2008Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing引用 281
Speech and Audio ProcessingAdvanced Data Compression TechniquesSpeech Recognition and Synthesis

摘要

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.