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omlsa-imcra-note's Introduction

OMLSA-IMCRA-Note

Note on Cohen's NS algorithm OMLSA-IMCRA after reading papers and code implementation.

Script and test

omlsa.m is a modified version from Cohen's website, change frame index from l to n for better reading experience.

test_omlsa.m is test script, with input files: test_in1.wav and test_in2.wav.

Reference

[1] I. Cohen and B. Berdugo, Speech Enhancement for Non-Stationary Noise Environments, Signal Processing, Vol. 81, No. 11, Nov. 2001, pp. 2403-2418.

[2] I. Cohen, Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging, IEEE Trans. Speech and Audio Processing, Vol. 11, No. 5, Sep. 2003, pp. 466-475.

Todo

OMLSA's noise suppression performance is very good, especially on pure noise period, residual noise is very small. But there are two things to know more and need more optimization.

  • (1) Small speech signal with most energy in higher frequency, has some distortion;
  • (2) There is some clipping sound, caused by fluctuation below 200Hz;
  • (3) How tuning parameters to get better speech quality, and how tuning to decrease convergence time.

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