DocumentCode
417459
Title
Subspace tracking for speech enhancement in car noise environments
Author
Wang, Jhing-Fa ; Yang, Chung-Hsien ; Chang, Kai-Hsing
Author_Institution
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Volume
2
fYear
2004
fDate
17-21 May 2004
Abstract
A signal subspace speech enhancement based on a subspace tracking algorithm is presented. The proposed method incorporates a perceptual filterbank which is derived from a psycho-acoustic model for subband processing. The experiments were performed using the TAICAR in-car noisy speech database. Subjective and objective tests show that our method outperforms other existing signal subspace methods.
Keywords
Wiener filters; acoustic noise; channel bank filters; random noise; speech enhancement; tracking; TAICAR database; Wiener filter; car noise; perceptual filterbank; psycho-acoustic model; signal subspace; speech enhancement; subband processing; subspace tracking algorithm; Bandwidth; Databases; Filter bank; Frequency; Humans; Karhunen-Loeve transforms; Psychoacoustic models; Psychology; Speech enhancement; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326376
Filename
1326376
Link To Document