Title :
Speech perception based algorithm for the separation of overlapping speech signal
Author :
Orr, Michael C. ; Pham, Duc Son ; Lithgow, Brian ; Mahony, Robert
Author_Institution :
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
An algorithm for the analysis of speech utilising the time frequency properties of wavelets is introduced. The extracted wavelet coefficients are analysed using two techniques, firstly a covariance matrix is generated to provide information about speaker characteristics. Second, the kurtosis of the wavelet coefficients is used to facilitate the detection of multiple speakers. Preliminary results show that some phonetic information, such as articulation placement and identification of voiced/unvoiced sections, can be extracted from the kurtosis analysis.
Keywords :
speech processing; wavelet transforms; articulation placement; covariance matrix; kurtosis analysis; multiple speakers; overlapping speech signal; phonetic information; speaker characteristics; time frequency properties; wavelet coefficients; Cepstral analysis; Data mining; Filter bank; Frequency domain analysis; Humans; Signal processing algorithms; Speech analysis; Time frequency analysis; Wavelet analysis; Wavelet coefficients;
Conference_Titel :
Intelligent Information Systems Conference, The Seventh Australian and New Zealand 2001
Print_ISBN :
1-74052-061-0
DOI :
10.1109/ANZIIS.2001.974101