DocumentCode
698537
Title
On the use of phase information for speech recognition
Author
Bozkurt, Baris ; Couvreur, Laurent
Author_Institution
TCTS Lab., Fac. Polytech. de Mons, Mons, Belgium
fYear
2005
fDate
4-8 Sept. 2005
Firstpage
1
Lastpage
4
Abstract
This study addresses the use of short-time phase spectra in automatic speech recognition (ASR). Two recent studies [1,2] have proposed two group delay based spectral representations. Here we propose three new group delay based representations and compare usefulness of all these representations in an ASR experiment. We show that two of the representations we propose perform better, contain equivalent or complementary information to that of the power spectrum and are potentially useful for improving ASR performance.
Keywords
speech recognition; ASR performance improvement; automatic speech recognition; equivalent-complementary information; group delay based representations; phase information; power spectrum; short-time phase spectra; spectral representations; Delays; Feature extraction; Mel frequency cepstral coefficient; Noise; Polynomials; Speech; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2005 13th European
Conference_Location
Antalya
Print_ISBN
978-160-4238-21-1
Type
conf
Filename
7078124
Link To Document