Thanh T. Vu

Combining non-negative matrix factorization and deep neural networks for speech enhancement and automatic speech recognition

Sparse Non-negative Matrix Factorization (SNMF) and Deep Neural Networks (DNN) have emerged individually as two efficient machine learning techniques for single-channel speech enhancement. Nevertheless, there are only few works investigating the combination of SNMF and DNN for speech enhancement and…