Title :
Noise suppression using a time-varying, analysis/synthesis gamma chirp filterbank
Author_Institution :
ATR Human Inf. Process. Res. Lab., Kyoto, Japan
Abstract :
Spectral subtraction has been cited most often as a noise suppression method for speech signals in steady background noise, because it is basically a non-parametric method and simple enough to implement for various applications using FFT. It has also been well known, however, that spectral subtraction produces so called “musical noise” in synthetic sounds. Since such musical noise, even at low levels, can often bother humans in speech perception, spectral subtraction has not been very successful in signal processing applications for human listeners. To suppress noise without producing musical noise, an alternative method has been developed using a time-varying, analysis/synthesis gammachirp filterbank; this was initially proposed as an auditory filterbank. The present method achieves about the same SNR improvement as spectral subtraction when using the same information on the non-speech interval. Moreover, the synthetic sounds only contain steady white-like noise at reduced levels when the original noise is white. This method is, therefore, advantageous in various applications for human listeners
Keywords :
channel bank filters; fast Fourier transforms; filtering theory; spectral analysis; speech synthesis; time-varying filters; white noise; FFT; SNR; analysis/synthesis gamma chirp filterbank; auditory filterbank; background noise; human listeners; musical noise; noise suppression; nonparametric method; nonspeech interval; signal processing applications; spectral subtraction; speech perception; speech signals; steady white-like noise; synthetic sounds; time-varying filter bank; Acoustic noise; Background noise; Filter bank; Humans; Noise level; Noise reduction; Signal synthesis; Speech enhancement; Speech processing; Speech synthesis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.758071