In many cases hearing impaired persons suffer from hearing loss in both ears, necessitating two hearing apparatuses. In such cases, the applied speech enhancement algorithms should be capable of preserving the, so called, binaural cues. In this paper, a binaural extension of the linearly constrained minimum variance (LCMV) beamformer is proposed. The proposed algorithm, denoted binaural linearly constrained minimum variance (BLCMV) beamformer, is capable of extracting desired speakers while suppressing interference speakers. The BLCMV maintains the binaural cues of both the desired and the interference sources in the constrained space. The ability of preserving the binaural cues makes the BLCMV beamformer particularly suitable for hearing aid applications. It is further proposed to obtain a reduced complexity implementation by sharing common blocks in both sides of the hearing aid device. The performance of the proposed method, in terms of imposed distortion, interference cancellation and cue preservation, is verified by an extensive experimental study using signals recorded by a dummy head in an actual room.
|Title of host publication||International Workshop on Acoustic Signal Enhancement, IWAENC 2012|
|Publisher||Institute of Electrical and Electronics Engineers Inc.|
|State||Published - 2012|
|Event||International Workshop on Acoustic Signal Enhancement, IWAENC 2012 - Aachen, Germany|
Duration: 4 Sep 2012 → 6 Sep 2012
|Name||International Workshop on Acoustic Signal Enhancement, IWAENC 2012|
|Conference||International Workshop on Acoustic Signal Enhancement, IWAENC 2012|
|Period||4/09/12 → 6/09/12|
Bibliographical notePublisher Copyright:
© 2012, Institute of Electrical and Electronics Engineers Inc. All rights reserved.
- Array signal processing
- Binaural cues
- Hearing aids
- LCMV beamforming
- Noise reduction