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Implementation of cACGMM and related methods #214

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3 of 6 tasks
tky823 opened this issue Jan 11, 2023 · 0 comments
Open
3 of 6 tasks

Implementation of cACGMM and related methods #214

tky823 opened this issue Jan 11, 2023 · 0 comments
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bss Blind source separation method
Milestone
v0.3.0

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@tky823
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tky823 commented Jan 11, 2023 •
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Summary

Implement a complex angular central Gaussian mixture model for blind source separation.

  • cACGMM
    • N. Ito, S. Araki, and T. Nakatani. "Complex angular central Gaussian mixture model for directional statistics in mask-based microphone array signal processing," in Proc. EUSIPCO, 2016, pp. 1153-1157.
  • cWMM
  • TV-cGMM

Requirements

To address this issue, I have to prepare some stuff beforehand.

  • permutation solver
  • log-sum-exp function
  • softmax function
@tky823 tky823 added the bss Blind source separation method label Jan 11, 2023
@tky823 tky823 added this to the v0.3.0 milestone Jan 11, 2023
This was referenced Jan 12, 2023
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@tky823 tky823 changed the title Implementation of cACGMM Implementation of cACGMM and related methods Jan 21, 2023
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bss Blind source separation method
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v0.3.0
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