Speech Enhancement Control Design Algorithm for Dual-Microphone Systems Using β -NMF in a Complex Environment

Dong-xia Wang, Mao-song Jiang, Fang-lin Niu, Yu-dong Cao and Cheng-xu Zhou

Complexity, 2018, vol. 2018, 1-13

Abstract:

Single-microphone speech enhancement algorithms by using nonnegative matrix factorization can only utilize the temporal and spectral diversity of the received signal, making the performance of the noise suppression degrade rapidly in a complex environment. Microphone arrays have spatial selection and high signal gain, so it applies to the adverse noise conditions. In this paper, we present a new algorithm for speech enhancement based on two microphones with nonnegative matrix factorization. The interchannel characteristic of each nonnegative matrix factorization basis can be modeled by the adopted method, such as the amplitude ratios and the phase differences between channels. The results of the experiment confirm that the proposed algorithm is superior to other dual-microphone speech enhancement algorithms.

Date: 2018
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Persistent link: https://EconPapers.repec.org/RePEc:hin:complx:6153451

DOI: 10.1155/2018/6153451

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