Title :
Speech signal processing using a time-frequency distribution of Cohen´s class
Author :
Zhang, Bilin ; Sato, Shunsuke ; Ching, P.C.
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Abstract :
It is well known that the standard methods for spectral estimation of speech signals, such as spectrograms, suffer from trade-offs between time and frequency resolution. These methods usually have difficulty isolating closely spaced formants and tracking rapidly changing spectral peaks and fundamental frequency (pitch). The authors use a time-frequency distribution with compound kernel function of Cohen´s class to visualize these temporal features in both the time and frequency domains simultaneously. It shows the time-varying characteristics of the speech signal more precisely
Keywords :
speech processing; time-frequency analysis; Cohen´s class; closely spaced formants; compound kernel function; fundamental frequency; pitch; rapidly changing spectral peaks; spectral estimation; speech signal processing; time-frequency distribution; time-varying characteristics; tracking; Frequency estimation; Information analysis; Kernel; Signal analysis; Signal processing; Signal resolution; Spectrogram; Speech analysis; Speech processing; Time frequency analysis;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-2127-8
DOI :
10.1109/TFSA.1994.467274