Title :
Pitch Cycles Evolutions Smoothing for More Regular Speech using Target Correlation Approach
Author_Institution :
Dept. of Electron. & Electr. Eng., Islamic Azad Univ., Birjand, Iran
Abstract :
Pre-assumption for low bit rate speech coding is that pitch evolves smoothly and pitch cycles are highly correlated for voiced speech. Due to non stationary characteristics of speech signal, this assumption is sometimes inaccurate and therefore the performance of speech coder is affected. In this paper, low correlated pitch cycles are specified and then modified using target correlation concept which maintaining perceptual speech quality identical to original speech. Since the modification is performed independently from speech coder, this can be applied as a pre-processing in low bit rate speech coding to provide more regular speech.
Keywords :
correlation methods; smoothing methods; speech coding; low bit rate speech coding; low correlated pitch cycles; perceptual speech quality; pitch cycles evolutions smoothing; speech coder; speech signal; target correlation approach; voiced speech; Bit rate; Decoding; Frequency estimation; Interpolation; Parameter estimation; Signal processing; Smoothing methods; Speech analysis; Speech coding; Speech synthesis; Linear prediction; Speech coding; pitch estimation; speech analysis;
Conference_Titel :
Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on
Conference_Location :
Dubai
Print_ISBN :
978-1-4244-1235-8
Electronic_ISBN :
978-1-4244-1236-5
DOI :
10.1109/ICSPC.2007.4728368