Single Channel Denoising

Module contents

Single Channel Noise Reduction

Collection of single channel noise reduction (SCNR) algorithms for speech:

At this repository, a deep learning approach in Python can be found.



M. Berouti, R. Schwartz, and J. Makhoul, Enhancement of speech corrupted by acoustic noise, ICASSP ‘79. IEEE International Conference on Acoustics, Speech, and Signal Processing, 1979, pp. 208-211.


Y. Ephraim and H. L. Van Trees, A signal subspace approach for speech enhancement, IEEE Transactions on Speech and Audio Processing, vol. 3, no. 4, pp. 251-266, Jul 1995.


J. Lim and A. Oppenheim, All-Pole Modeling of Degraded Speech, IEEE Transactions on Acoustics, Speech, and Signal Processing 26.3 (1978): 197-210.