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.


[1]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.
[2]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.
[3]J. Lim and A. Oppenheim, All-Pole Modeling of Degraded Speech, IEEE Transactions on Acoustics, Speech, and Signal Processing 26.3 (1978): 197-210.