Title :
Speech Pitch Shifting using Complex Continuous Wavelet Transform
Author :
Kumar, Abhay ; Jain, Renuka
Author_Institution :
Sch. of Electron., D.A. Univ., Indore
Abstract :
Pitch shifting finds applications in voice morphing and other speech related applications. We have used complex wavelet transform to obtain and manipulate pitch of the signal. The novelty of our model is extraction of wavelet ´pitch-scale´ values, which correspond to average pitch value of signal´s voiced frame. The phase matrix corresponding to this scale is altered keeping modulus unchanged. The pitch has been measured using autocorrelation in wavelet domain, both for unaltered frame and for modified frame. The results obtained indeed display altering of pitch as desired
Keywords :
correlation methods; matrix algebra; speech processing; wavelet transforms; autocorrelation; continuous wavelet transform; phase matrix; speech pitch shifting; voice morphing; Autocorrelation; Continuous wavelet transforms; Data mining; Displays; Frequency; Predictive models; Speech coding; Speech enhancement; Wavelet domain; Wavelet transforms; Complex Wavelet Transform; Pitch Shifting;
Conference_Titel :
India Conference, 2006 Annual IEEE
Conference_Location :
New Delhi
Print_ISBN :
1-4244-0369-3
Electronic_ISBN :
1-4244-0370-7
DOI :
10.1109/INDCON.2006.302846