Title :
How to track pitch pulses in LP residual ? - joint time-frequency distribution approach
Author :
Ding, Zhongqiang ; McLoughlin, I.V. ; Tan, E.C.
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
Abstract :
The analysis-by-synthesis method has been accepted in speech signal processing such as speech coding algorithms, and speech synthesis algorithms. The linear prediction (LP) residual obviously contains the pitch information, and speech coding algorithms try to analyze and synthesize it. How to improve the performance of these algorithms is the motivation of our research work. If the most important components in the LP residual can be identified, a new way to reach our motivation will be found. The joint time-frequency distribution (TFD) has been developed and applied on radar systems in recent years. A new algorithm based on TFD is proposed and the performance on tracking pitch pulses is described (the algorithm can identify the onset and end position of a pitch pulse)
Keywords :
frequency estimation; linear predictive coding; speech coding; speech synthesis; time-frequency analysis; LP residual; analysis-by-synthesis method; joint TFD; joint time-frequency distribution; linear prediction residual; performance; pitch pulses; speech coding; speech signal processing; speech synthesis; tracking; Algorithm design and analysis; Information analysis; Radar tracking; Signal analysis; Signal processing algorithms; Speech analysis; Speech coding; Speech processing; Speech synthesis; Time frequency analysis;
Conference_Titel :
Communications, Computers and signal Processing, 2001. PACRIM. 2001 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-7080-5
DOI :
10.1109/PACRIM.2001.953518