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Sb discrete ssl new - #2487

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poonehmousavi wants to merge 9 commits into
speechbrain:developfrom
poonehmousavi:sb_discrete_ssl_new
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poonehmousavi wants to merge 9 commits into
speechbrain:developfrom
poonehmousavi:sb_discrete_ssl_new

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@poonehmousavi

@poonehmousavi poonehmousavi commented Apr 2, 2024 •

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Refactor SSL Discrete Tokens:

  1. bitrate scalability of semantic tokens
  2. Deduplication option
  3. subwording option
  4. aggerate discrete_hubert, discrete_wavlm and discrete_wav2vec into discrete_ssl
  5. add discrete_tokenizer to perform different post-processing on extracted tokens
  6. K-means checkpointing
  7. working with varying numbers of clusters for each layer

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Fixes #<issue_number>

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@poonehmousavi poonehmousavi self-assigned this Apr 2, 2024
@poonehmousavi
poonehmousavi requested a review from mravanelli April 2, 2024 17:30
@poonehmousavi
poonehmousavi marked this pull request as ready for review April 12, 2024 13:30
@mravanelli mravanelli added the enhancement New feature or request label Apr 13, 2024
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Closed and moved to this PR.
#2509

@poonehmousavi
poonehmousavi deleted the sb_discrete_ssl_new branch July 29, 2024 16:58
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