Diarization
In this branch, a new functionality has been added to the GMM and IVector algorithms, now you can extract i-vectors segment-wise and not only one i-vector per audio file.
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Awesome @akomaty , would be very nice to have some test units to your modules. You can have a look here to get inspired (https://gitlab.idiap.ch/bob/bob.bio.gmm/blob/master/bob/bio/gmm/test/test_algorithms.py)
Cheers
added 1 commit
- 97fbc158 - added new modules to config files and setup.py
215 215 trainer.initialize(gmm_machine, None) 216 216 217 217 # Calls the E-step and extracts the GMM statistics 218 print("################################################################################################################\n") -
@tiago.pereira This looks like work in progress. There are still some print statements (debug) in the file.
I think you can ignore this PR in the current update. Note that I need the stable version today, I need to prepare the virtual machine for the tutorial ASAP.
changed this line in version 6 of the diff
added 1 commit
- 0f8967c3 - removed debugging statements from bob/bio/gmm/tools/gmm.py
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Hey @akomaty,
You think this branch is ready to be merged? If not, you should consider to rebase with the master branch. This branch was forked 7 months ago.
Any issue, let us know at the office.
Cheers
added 49 commits
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a3253484...e6a49266 - 32 commits from branch
master - cdc23379 - added GMMSegment.py
- ff3aef52 - implement write_feature method
- ff9a31c7 - finished GMMSegment
- 28fdefc2 - created IVectorSegment.py
- 01890e1b - testing IVectorSegment.py
- 73a710fa - IVectorSegment.py is working
- 97ad8982 - debuggig parallel verify_ivector.py
- 79082f03 - updated ivector.py
- 17248fa3 - Solved issue#13
- 1fcc215a - modified Kmeans initialization
- 67064bd3 - solved ivector e-step problem
- e224cefe - some changes
- e915e008 - added segments overlap option
- 8d562934 - adding tests for GMM and IVectors
- 35aea91c - added test units for modules GMMSegment and IVectorSegment
- 6a27753f - added new modules to config files and setup.py
- 5d053949 - removed debugging statements from bob/bio/gmm/tools/gmm.py
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a3253484...e6a49266 - 32 commits from branch