Title :
Speech enhancement in transient noise environment using diffusion filtering
Author :
Talmon, Ronen ; Cohen, Israel ; Gannot, Sharon
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
Abstract :
Recently, we have presented a transient noise reduction algorithm for speech signals that relies on non-local diffusion filtering. By exploiting the repetitive nature of transient noises we proposed a simple and efficient algorithm, which enabled suppression of various noise types. In this paper, we incorporate a modified diffusion operator in order to obtain a more robust algorithm and further enhancement of the speech. We demonstrate the performance of the modified algorithm and compare it with a competing solution. We show that the proposed algorithm enables improved suppression of various transient interferences without any further computational burden.
Keywords :
audio signal processing; interference suppression; noise abatement; speech enhancement; noise suppression; nonlocal diffusion filtering; speech enhancement; speech signal; transient noise reduction algorithm; Acoustic noise; Filtering; Filters; Noise measurement; Noise reduction; Noise robustness; Pollution measurement; Speech enhancement; Speech processing; Working environment noise; Speech enhancement; acoustic noise; impulse noise; speech processing; transient noise;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495146