2017
A statistical approach to semi-supervised speech enhancement with low-order non-negative matrix factorization
ICASSP 2017accepted
Compared to generic source separation, NMF for speech enhancement is relatively underexplored. When applied to the latter problem, NMF is bereft of performance consistency (across runs and data samples), esp. with small-sized dictionaries. This limitation raises the need for higher-order representat…