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Subband_Kalman_AEC

Subband kalman filter(inlcude robust version like sr-kalman, if, sr-if) for echo cancellation; Residual echo suppression part same as speex.

Linear echo cancellation

  • Kalman filter
  • Square root kalman filter
  • Information filter
  • Square root information filter

Something to be Concerned

  • bad performance of high frequency in some cases

Test Audio

Reference

  • athena-signal
  • distant_speech_recognition
  • speexdsp
  • Multirate digital signal processing, Crochiere, R. E. , & Rabiner, L. R.
  • Study of the General Kalman Filter for Echo Cancellation, Paleologu C , Benesty J , Ciochina S
  • On Adjusting the Learning Rate in Frequency Domain Echo Cancellation With Double-Talk, Valin J M
  • Adaptive Filter Theory. Haykin S
  • Factorization Methods for Discrete Sequential Estimation, Gerald J. Bierman
  • Kalman Filtering: Theory and Practice, Mohinder S. Grewal and Angus P. Andrews

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Subband kalman filter for echo cancellation

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  • MATLAB 100.0%