Title :
A new coding method for speech and audio signals
Author :
Guz, Umit ; Gurkan, Hakan ; Yarman, B. Siddik
Author_Institution :
Dept. of Electron. Eng., Isik Univ., Istanbul, Turkey
Abstract :
In this paper a new representation or modeling method of speech signals is introduced. The proposed method is based on the generation of the so-called Predefined Signature S={SR} and Envelope vector E={EK} Sets (PSEVS). These vector sets are speaker and language independent. In this method, once the speech signals are divided into frames with selected lengths, then each frame signal piece Xi is reconstructed by means of the mathematical form of Xi=CiEKSR. In this representation, Ci is called the frame coefficient, SR and EK are the vectors properly assigned from the PSEVS respectively. It is shown that the proposed method provides fast reconstruction and substantial compression ratio with acceptable hearing quality.
Keywords :
audio coding; speech coding; vectors; PSEVS; audio signals; coding method; compression ratio; envelope vector sets; frame coefficient; hearing quality; mathematical form; modeling method; predefined signature sets; representation method; speech signals; vectors; Bit rate; Least squares approximations; Principal component analysis; Speech; Speech coding; Vectors;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1