A noise cross PSD estimator for dual-microphone speech enhancement based on minimum statistics

作者:Rahmani Mohsen*; Akbari Ahmad; Ayad Beghdad; Derakhshan Nima
来源:Journal of Zhejiang University-Science A(Applied Physics & Engineering), 2009, 10(6): 805-809.
DOI:10.1631/jzus.A0820390

摘要

Some two-microphone noise reduction techniques that work in the frequency domain exploit coherence function between two noisy signals. They have shown good results when noise signals on two sensors are uncorrelated, but their performance decreases with correlated noises. Coherence based methods can be improved when the cross power spectral density (CPSD) of correlated noise signals is available. In this paper, we propose a new method for estimation of the CPSD of the noise, which is based on the minimum tracking technique. Despite the fact that the proposed estimator does not need to implement a voice activity detector (VAD), its performance is comparable to a CPSD estimator that uses an ideal VAD.

  • 出版日期2009-6