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
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