Microphone array speech enhancement based on signal subspace
Qiu Zuo
Abstract
Qiu Zuo
Abstract
The reason that the signal subspace approach can improve SNR is analyzed.Application of signal subspace to microphone array speech enhancement and the method of subspace composition are discussed.Meanwhile, the single microphone speech enhancement approach is improved to microphone array speech enhancement approach,and combined with beamforming algorithm. Exporiment results show that the method significantly improves SNR in noisy environment.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The reason that the signal subspace approach can improve SNR is analyzed.Application of signal subspace to microphone array speech enhancement and the method of subspace composition are discussed.Meanwhile, the single microphone speech enhancement approach is improved to microphone array speech enhancement approach,and combined with beamforming algorithm. Exporiment results show that the method significantly improves SNR in noisy environment.
Key concepts: Subspace topology, Speech enhancement, Beamforming, Microphone array, Microphone, Noise-canceling microphone, Speech recognition, Signal subspace