https://github.com/ZitengWang/MASP

Microphone Array Speech Processing
https://github.com/ZitengWang/MASP

beamformer source-separation

Last synced: 3 months ago
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Microphone Array Speech Processing

• Host: GitHub
• URL: https://github.com/ZitengWang/MASP
• Owner: ZitengWang
• License: mit
• Created: 2018-12-05T14:45:20.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-07-30T12:16:11.000Z (over 5 years ago)
• Last Synced: 2024-08-02T07:15:22.182Z (6 months ago)
• Topics: beamformer, source-separation
• Language: MATLAB
• Size: 2.14 MB
• Stars: 170
• Watchers: 8
• Forks: 77
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-speech-enhancement - [Code

README

        

### Microphone Array Speech Processing

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A collection of tools.

**Simulation**:

 - [Room Impulse Response generator](https://www.audiolabs-erlangen.de/fau/professor/habets/software/rir-generator)

 - [Diffuse noise generator](https://www.audiolabs-erlangen.de/fau/professor/habets/software/noise-generators)

**Beamformer**

 - Delay and Sum

 - SuperDirective

 - Adaptive Beamformers: MVDR, MWF, GEV, Variable Span filter

 - LCMV

 - GSC

Note: here only considers the offline implementations.

**Blind Source Separation**

 - AuxIVA

 - [Geometry BSS](https://github.com/introlab/odas)

 - [Trinicon](https://github.com/LCAV/pyroomacoustics)

**Dereverberation**

 - [WPE](http://www.kecl.ntt.co.jp/icl/signal/wpe/index.html)

 - [GWPE](https://github.com/fgnt/nara_wpe)

**Localization**

 - [SRP-PHAT](http://bass-db.gforge.inria.fr/bss_locate/) etc.

**Estimation**

 - [Probabilistic models](https://github.com/fgnt/pb_bss): CGMM, CWMM, etc.

**Evaluation**

 - PESQ

 - STOI

 - [SDR](http://bass-db.gforge.inria.fr/bss_eval/)

 - [SRMR](https://reverb2014.dereverberation.com/se_task.html)

**STFT**

----------