Adaptive beamformer with recursively updated quadratic constraints
Författare
Summary, in English
A novel adaptive beamformer employing recursively updated soft constraints for acoustic speech enhancement is proposed. The beamformer operates in a subband structure to allow time-frequency operation for each channel. As such, the processing can be viewed as a combination of weighted spatial and temporal filters. The major benefit of this recursive soft constrained beamformer is that it allows the possibility of using the spectral information of the desired source to modify the soft constraint. This has clear benefits on the speech distortion of the source of interest. The novel adaptive beamformer involves continuous modification of the soft constraint by feeding back the spectral content of the estimated output speech signal. Evaluations on real car data show that the proposed algorithm significantly improves the speech quality with noise suppression levels up to 17 dB.
Publiceringsår
2003-12
Språk
Engelska
Sidor
105-109
Publikation/Tidskrift/Serie
ICICS-PCM 2003. Proceedings of the 2003 Joint Conference of the Fourth International Conference on Information, Communications and Signal Processing and Fourth Pacific-Rim Conference on Multimedia
Volym
1
Dokumenttyp
Konferensbidrag
Ämne
- Electrical Engineering, Electronic Engineering, Information Engineering
Conference name
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia
Conference date
2013-12-15 - 2013-12-18
Conference place
Singapore, Singapore
Status
Published
ISBN/ISSN/Övrigt
- ISBN: 0-7803-8185-8