DocumentCode :
430858
Title :
Design of a subspace tracking based speech enhancement system
Author :
Wang, Jhing-Fa ; Yang, Chung-Hsien ; Chang, Kai-Hsing
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Volume :
A
fYear :
2004
fDate :
21-24 Nov. 2004
Firstpage :
147
Abstract :
In this paper, we describe a design of the signal subspace speech enhancement based on subspace tracking algorithm. The proposed architecture incorporates a perceptual filterbank, which is derived from psycho-acoustic model for subband processing. Considering hardware solutions to the subspace tracking algorithm, we derive a VLSI architecture of the algorithm without delayed updating. The experiments were performed using the TAICAR in-car noisy speech database. Simulation results are presented to validate our algorithm and hardware architectures.
Keywords :
VLSI; channel bank filters; speech enhancement; tracking; TAICAR; VLSI architecture; in-car noisy speech database; perceptual filterbank; psycho-acoustic model; speech enhancement system; subband processing; subspace tracking; Algorithm design and analysis; Databases; Delay; Filter bank; Hardware; Psychoacoustic models; Psychology; Signal design; Speech enhancement; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN :
0-7803-8560-8
Type :
conf
DOI :
10.1109/TENCON.2004.1414378
Filename :
1414378
Link To Document :
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