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Title: [DRAFT] Discrete Speech LMs by Adel-Moumen · Pull Request #2783 · speechbrain/speechbrain · GitHub

Open Graph Title: [DRAFT] Discrete Speech LMs by Adel-Moumen · Pull Request #2783 · speechbrain/speechbrain

X Title: [DRAFT] Discrete Speech LMs by Adel-Moumen · Pull Request #2783 · speechbrain/speechbrain

Description: What does this PR do? Bl? Before submitting Did you read the contributor guideline? Did you make sure your PR does only one thing, instead of bundling different changes together? Did you m...

Open Graph Description: What does this PR do? Bl? Before submitting Did you read the contributor guideline? Did you make sure your PR does only one thing, instead of bundling different changes together? Did you m...

X Description: What does this PR do? Bl? Before submitting Did you read the contributor guideline? Did you make sure your PR does only one thing, instead of bundling different changes together? Did you m...

Opengraph URL: https://github.com/speechbrain/speechbrain/pull/2783

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Adel-Moumen:gslmshttps://github.com/Adel-Moumen/speechbrain/tree/gslms
[DRAFT] Discrete Speech LMs https://github.com/speechbrain/speechbrain/pull/2783#top
Adel-Moumenhttps://github.com/Adel-Moumen
speechbrain:develophttps://github.com/speechbrain/speechbrain/tree/develop
Adel-Moumen:gslmshttps://github.com/Adel-Moumen/speechbrain/tree/gslms
Conversation 0 https://github.com/speechbrain/speechbrain/pull/2783
Commits 53 https://github.com/speechbrain/speechbrain/pull/2783/commits
Checks 4 https://github.com/speechbrain/speechbrain/pull/2783/checks
Files changed https://github.com/speechbrain/speechbrain/pull/2783/files
Please reload this pagehttps://github.com/speechbrain/speechbrain/pull/2783
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Adel-Moumenhttps://github.com/Adel-Moumen
Dec 11, 2024https://github.com/speechbrain/speechbrain/pull/2783#issue-2733403077
contributor guidelinehttps://speechbrain.readthedocs.io/en/latest/contributing.html
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Please reload this pagehttps://github.com/speechbrain/speechbrain/pull/2783
Adel-Moumenhttps://github.com/Adel-Moumen
November 12, 2024 16:35https://github.com/speechbrain/speechbrain/pull/2783#commits-pushed-e0c14e9
https://github.com/Adel-Moumen
add uLMhttps://github.com/speechbrain/speechbrain/pull/2783/commits/e0c14e9f624285a7b2d725d5e23e495fb7f9c384
e0c14e9https://github.com/speechbrain/speechbrain/pull/2783/commits/e0c14e9f624285a7b2d725d5e23e495fb7f9c384
https://github.com/Adel-Moumen
modify the code structurehttps://github.com/speechbrain/speechbrain/pull/2783/commits/5435cb5e41efa17431ddf8288073743e9e154d52
5435cb5https://github.com/speechbrain/speechbrain/pull/2783/commits/5435cb5e41efa17431ddf8288073743e9e154d52
https://github.com/Adel-Moumen
remove old filehttps://github.com/speechbrain/speechbrain/pull/2783/commits/1947e72ed720c08c1f47070bd183975c80127ea5
1947e72https://github.com/speechbrain/speechbrain/pull/2783/commits/1947e72ed720c08c1f47070bd183975c80127ea5
https://github.com/Adel-Moumen
Merge branch 'speechbrain:develop' into gslmshttps://github.com/speechbrain/speechbrain/pull/2783/commits/b3bab5ae3eb0aac0171261e0810809ed7afac932
b3bab5ahttps://github.com/speechbrain/speechbrain/pull/2783/commits/b3bab5ae3eb0aac0171261e0810809ed7afac932
https://github.com/Adel-Moumen
fix sourcehttps://github.com/speechbrain/speechbrain/pull/2783/commits/427bd67ea03b344c0f7ea7ce9742e73d6e7e4af0
427bd67https://github.com/speechbrain/speechbrain/pull/2783/commits/427bd67ea03b344c0f7ea7ce9742e73d6e7e4af0
https://github.com/Adel-Moumen
prototype train.pyhttps://github.com/speechbrain/speechbrain/pull/2783/commits/ef115aee4cc866efeb620456585ada8269e552eb
ef115aehttps://github.com/speechbrain/speechbrain/pull/2783/commits/ef115aee4cc866efeb620456585ada8269e552eb
https://github.com/Adel-Moumen
add data prephttps://github.com/speechbrain/speechbrain/pull/2783/commits/9ba8ca0e7bcdf72c1af652cd7d7ba8bea4f237a3
9ba8ca0https://github.com/speechbrain/speechbrain/pull/2783/commits/9ba8ca0e7bcdf72c1af652cd7d7ba8bea4f237a3
https://github.com/Adel-Moumen
PoC recipehttps://github.com/speechbrain/speechbrain/pull/2783/commits/29cf04133e2f10da36fe2e30c8ce2e1f22eb3537
29cf041https://github.com/speechbrain/speechbrain/pull/2783/commits/29cf04133e2f10da36fe2e30c8ce2e1f22eb3537
https://github.com/Adel-Moumen
add tie embdshttps://github.com/speechbrain/speechbrain/pull/2783/commits/33bef9fe28e1269618eda6b2907364bf320ba361
33bef9fhttps://github.com/speechbrain/speechbrain/pull/2783/commits/33bef9fe28e1269618eda6b2907364bf320ba361
https://github.com/Adel-Moumen
tmp: to fix. because we hardcode the cache, then HF is not looking at…https://github.com/speechbrain/speechbrain/pull/2783/commits/0d3216d62ae3c2b4c6c880862a5ebe55852e6bc5
0d3216dhttps://github.com/speechbrain/speechbrain/pull/2783/commits/0d3216d62ae3c2b4c6c880862a5ebe55852e6bc5
https://github.com/Adel-Moumen
fix the awful way of checking the cache :phttps://github.com/speechbrain/speechbrain/pull/2783/commits/993a51027033930da53c08f2142759fd4239215f
993a510https://github.com/speechbrain/speechbrain/pull/2783/commits/993a51027033930da53c08f2142759fd4239215f
https://github.com/Adel-Moumen
fix cachehttps://github.com/speechbrain/speechbrain/pull/2783/commits/8ac16ef302acbffd08dd2fa19215c477796550ac
8ac16efhttps://github.com/speechbrain/speechbrain/pull/2783/commits/8ac16ef302acbffd08dd2fa19215c477796550ac
https://github.com/Adel-Moumen
Merge branch 'speechbrain:develop' into gslmshttps://github.com/speechbrain/speechbrain/pull/2783/commits/e38c644a81b693b8367cb41726cbbc4ca17d4ceb
e38c644https://github.com/speechbrain/speechbrain/pull/2783/commits/e38c644a81b693b8367cb41726cbbc4ca17d4ceb
https://github.com/Adel-Moumen
Merge branch 'gslms' ofhttps://github.com/speechbrain/speechbrain/pull/2783/commits/79455a8f8687a57a3480af9951514e6c24a6f80f
https://github.com/Adel-Moumen/speechbrainhttps://github.com/Adel-Moumen/speechbrain
in…https://github.com/speechbrain/speechbrain/pull/2783/commits/79455a8f8687a57a3480af9951514e6c24a6f80f
79455a8https://github.com/speechbrain/speechbrain/pull/2783/commits/79455a8f8687a57a3480af9951514e6c24a6f80f
https://github.com/Adel-Moumen
Merge branch 'speechbrain:develop' into gslmshttps://github.com/speechbrain/speechbrain/pull/2783/commits/bb7b540ec41ce75c42a0bf03f62e5d3a7006f591
bb7b540https://github.com/speechbrain/speechbrain/pull/2783/commits/bb7b540ec41ce75c42a0bf03f62e5d3a7006f591
https://github.com/Adel-Moumen
integration of Jarod work on preparing tokenshttps://github.com/speechbrain/speechbrain/pull/2783/commits/e7678da4c01a573a61c78b3e9bc4b3e2c2de732b
e7678dahttps://github.com/speechbrain/speechbrain/pull/2783/commits/e7678da4c01a573a61c78b3e9bc4b3e2c2de732b
https://github.com/Adel-Moumen
overall logic to train an SLMhttps://github.com/speechbrain/speechbrain/pull/2783/commits/f54c4e9cb2a963b63ba5fef3f523a07441944060
f54c4e9https://github.com/speechbrain/speechbrain/pull/2783/commits/f54c4e9cb2a963b63ba5fef3f523a07441944060
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compilehttps://github.com/speechbrain/speechbrain/pull/2783/commits/6efecbcd28fcb827fbfe51a1a6e399e6608974f6
6efecbchttps://github.com/speechbrain/speechbrain/pull/2783/commits/6efecbcd28fcb827fbfe51a1a6e399e6608974f6
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add repr/strhttps://github.com/speechbrain/speechbrain/pull/2783/commits/42523fa477715f83c6be1e5314ffe66e7495f418
42523fahttps://github.com/speechbrain/speechbrain/pull/2783/commits/42523fa477715f83c6be1e5314ffe66e7495f418
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add audio backendhttps://github.com/speechbrain/speechbrain/pull/2783/commits/aa29c45674463ef5d5eb907de03e7a715f6869bd
aa29c45https://github.com/speechbrain/speechbrain/pull/2783/commits/aa29c45674463ef5d5eb907de03e7a715f6869bd
https://github.com/Adel-Moumen
packedtensor integration in train.pyhttps://github.com/speechbrain/speechbrain/pull/2783/commits/ef26ce2708046948095fd3a8dce3a717c158d207
ef26ce2https://github.com/speechbrain/speechbrain/pull/2783/commits/ef26ce2708046948095fd3a8dce3a717c158d207
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custom datasethttps://github.com/speechbrain/speechbrain/pull/2783/commits/e9e8a7fa8c383cb96a8387e164748e5004af887d
e9e8a7fhttps://github.com/speechbrain/speechbrain/pull/2783/commits/e9e8a7fa8c383cb96a8387e164748e5004af887d
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add todolisthttps://github.com/speechbrain/speechbrain/pull/2783/commits/337d2d7fb1438e0b7e1c6a520b0c87def1f27711
337d2d7https://github.com/speechbrain/speechbrain/pull/2783/commits/337d2d7fb1438e0b7e1c6a520b0c87def1f27711
https://github.com/Adel-Moumen
general todoshttps://github.com/speechbrain/speechbrain/pull/2783/commits/b7ce5533f7d4c6990c1dca7ef4ae2dd225b74ed0
b7ce553https://github.com/speechbrain/speechbrain/pull/2783/commits/b7ce5533f7d4c6990c1dca7ef4ae2dd225b74ed0
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lr annealinghttps://github.com/speechbrain/speechbrain/pull/2783/commits/5b12637d0115f33527c781dab85158bebe3c5f4c
5b12637https://github.com/speechbrain/speechbrain/pull/2783/commits/5b12637d0115f33527c781dab85158bebe3c5f4c
https://github.com/Adel-Moumen
block_size + 1 to read max block sizehttps://github.com/speechbrain/speechbrain/pull/2783/commits/b881aebc790074c8d37f0de41869c8d8d16a6e66
b881aebhttps://github.com/speechbrain/speechbrain/pull/2783/commits/b881aebc790074c8d37f0de41869c8d8d16a6e66
https://github.com/Adel-Moumen
seeds + ST yamlhttps://github.com/speechbrain/speechbrain/pull/2783/commits/ffa14bdaaee422f47ac4851874bd9119ec7ff485
ffa14bdhttps://github.com/speechbrain/speechbrain/pull/2783/commits/ffa14bdaaee422f47ac4851874bd9119ec7ff485
https://github.com/Adel-Moumen
add fairseq twist hubert in SBhttps://github.com/speechbrain/speechbrain/pull/2783/commits/2d76951a1c6fde1f3cd54928893f76d4f2c54e7d
2d76951https://github.com/speechbrain/speechbrain/pull/2783/commits/2d76951a1c6fde1f3cd54928893f76d4f2c54e7d
https://github.com/Adel-Moumen
small upgrades for ids and avoid + 1 for blocksizehttps://github.com/speechbrain/speechbrain/pull/2783/commits/7a720e8ae26364f31a49b32c3c0b613b10a7bb5f
7a720e8https://github.com/speechbrain/speechbrain/pull/2783/commits/7a720e8ae26364f31a49b32c3c0b613b10a7bb5f
https://github.com/Adel-Moumen
fix hubert extractionhttps://github.com/speechbrain/speechbrain/pull/2783/commits/dca346c2c86be93ece3010bab2a9cc660095d02f
dca346chttps://github.com/speechbrain/speechbrain/pull/2783/commits/dca346c2c86be93ece3010bab2a9cc660095d02f
Adel-Moumenhttps://github.com/Adel-Moumen
January 10, 2025 11:03https://github.com/speechbrain/speechbrain/pull/2783#commits-pushed-bd9985b
https://github.com/Adel-Moumen
remove useless padding as it is already done by SB dataloader with th…https://github.com/speechbrain/speechbrain/pull/2783/commits/bd9985bc5283d9a4f2d3d3ca247f9bda30da5454
bd9985bhttps://github.com/speechbrain/speechbrain/pull/2783/commits/bd9985bc5283d9a4f2d3d3ca247f9bda30da5454
https://github.com/Adel-Moumen
add collapse_repeated_tokens for SSL modelshttps://github.com/speechbrain/speechbrain/pull/2783/commits/b2c702cd219e5e33a4edee39aabfa4a4f91fcd7e
b2c702chttps://github.com/speechbrain/speechbrain/pull/2783/commits/b2c702cd219e5e33a4edee39aabfa4a4f91fcd7e
https://github.com/Adel-Moumen
fix saving of empty gradscaler when using bf16https://github.com/speechbrain/speechbrain/pull/2783/commits/8e99c10ebc94771ff97c5cecd312708f86207def
8e99c10https://github.com/speechbrain/speechbrain/pull/2783/commits/8e99c10ebc94771ff97c5cecd312708f86207def
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add wandbhttps://github.com/speechbrain/speechbrain/pull/2783/commits/ebd23f4bc936e516bfeff267ba94c0468ced7f70
ebd23f4https://github.com/speechbrain/speechbrain/pull/2783/commits/ebd23f4bc936e516bfeff267ba94c0468ced7f70
https://github.com/Adel-Moumen
add rank / num_shards in yamlshttps://github.com/speechbrain/speechbrain/pull/2783/commits/a22de7b919e03b154b4eb9fddc578dfc5b9c2823
a22de7bhttps://github.com/speechbrain/speechbrain/pull/2783/commits/a22de7b919e03b154b4eb9fddc578dfc5b9c2823
https://github.com/Adel-Moumen
catch wandb in gitignorehttps://github.com/speechbrain/speechbrain/pull/2783/commits/dabe386b84e556b3362f702134cf63043ef250bd
dabe386https://github.com/speechbrain/speechbrain/pull/2783/commits/dabe386b84e556b3362f702134cf63043ef250bd
https://github.com/Adel-Moumen
remove useless blockhttps://github.com/speechbrain/speechbrain/pull/2783/commits/b601520e9d18c3b06a7333609df8fa00c469bad8
b601520https://github.com/speechbrain/speechbrain/pull/2783/commits/b601520e9d18c3b06a7333609df8fa00c469bad8
https://github.com/Adel-Moumen
fix pytorch warninghttps://github.com/speechbrain/speechbrain/pull/2783/commits/789c2f04e5f6f0038ac14eb122b12481d29f5fda
789c2f0https://github.com/speechbrain/speechbrain/pull/2783/commits/789c2f04e5f6f0038ac14eb122b12481d29f5fda
https://github.com/Adel-Moumen
add vocoder in interfacehttps://github.com/speechbrain/speechbrain/pull/2783/commits/fec2036d5f702ec40252bc3ce6987cfa08dbdb38
fec2036https://github.com/speechbrain/speechbrain/pull/2783/commits/fec2036d5f702ec40252bc3ce6987cfa08dbdb38
https://github.com/Adel-Moumen
initializer directly in the WandbLogger classhttps://github.com/speechbrain/speechbrain/pull/2783/commits/11547357f232fc654cd4138fd4d932f1aa331bc5
1154735https://github.com/speechbrain/speechbrain/pull/2783/commits/11547357f232fc654cd4138fd4d932f1aa331bc5
https://github.com/Adel-Moumen
move backbone aside + wandb log better inithttps://github.com/speechbrain/speechbrain/pull/2783/commits/c987e92b2ba7aee75be79ddbde941ffaedff6626
c987e92https://github.com/speechbrain/speechbrain/pull/2783/commits/c987e92b2ba7aee75be79ddbde941ffaedff6626
https://github.com/Adel-Moumen
backbone asidehttps://github.com/speechbrain/speechbrain/pull/2783/commits/56f6eb19e4c602c784b4417d95697ab56b00d6eb
56f6eb1https://github.com/speechbrain/speechbrain/pull/2783/commits/56f6eb19e4c602c784b4417d95697ab56b00d6eb
https://github.com/Adel-Moumen
naming + removing data prep as it should be done herehttps://github.com/speechbrain/speechbrain/pull/2783/commits/b98b323b4d2bff322b2d718dd42dc383356915e8
b98b323https://github.com/speechbrain/speechbrain/pull/2783/commits/b98b323b4d2bff322b2d718dd42dc383356915e8
https://github.com/Adel-Moumen
finally rename ssl to speechlm lmaohttps://github.com/speechbrain/speechbrain/pull/2783/commits/07e8de1c64cc554a47a4f47fb497267c7c0c16cf
07e8de1https://github.com/speechbrain/speechbrain/pull/2783/commits/07e8de1c64cc554a47a4f47fb497267c7c0c16cf
https://github.com/Adel-Moumen
update wandbhttps://github.com/speechbrain/speechbrain/pull/2783/commits/b6aceb4e7a386b729b6e598d6e3ea4978a6215c3
b6aceb4https://github.com/speechbrain/speechbrain/pull/2783/commits/b6aceb4e7a386b729b6e598d6e3ea4978a6215c3
https://github.com/Adel-Moumen
fix empty gradscaler + initial stephttps://github.com/speechbrain/speechbrain/pull/2783/commits/9395af80ed7f77a79524abc8425a815c4d41c18f
9395af8https://github.com/speechbrain/speechbrain/pull/2783/commits/9395af80ed7f77a79524abc8425a815c4d41c18f
https://github.com/Adel-Moumen
packedtensor + general improvementshttps://github.com/speechbrain/speechbrain/pull/2783/commits/5cfe8e7b4d47c612290c52e0d0f615403221f492
5cfe8e7https://github.com/speechbrain/speechbrain/pull/2783/commits/5cfe8e7b4d47c612290c52e0d0f615403221f492
https://github.com/Adel-Moumen
dummy stuff will be removed latterhttps://github.com/speechbrain/speechbrain/pull/2783/commits/3d21a3976680abcf02f719d5f161fbf1d96e491b
3d21a39https://github.com/speechbrain/speechbrain/pull/2783/commits/3d21a3976680abcf02f719d5f161fbf1d96e491b
https://github.com/Adel-Moumen
Merge branch 'develop' into gslmshttps://github.com/speechbrain/speechbrain/pull/2783/commits/44360fa33a1e719591b42924580f59f16d75c92a
44360fahttps://github.com/speechbrain/speechbrain/pull/2783/commits/44360fa33a1e719591b42924580f59f16d75c92a
https://github.com/Adel-Moumen
Merge branch 'speechbrain:develop' into gslmshttps://github.com/speechbrain/speechbrain/pull/2783/commits/19038058324ca8b1f1d6704a1ca1660c35576f99
1903805https://github.com/speechbrain/speechbrain/pull/2783/commits/19038058324ca8b1f1d6704a1ca1660c35576f99
https://github.com/Adel-Moumen
update codebasehttps://github.com/speechbrain/speechbrain/pull/2783/commits/4204fd9514d641f0a8b950c957d9ddf5c73452ad
4204fd9https://github.com/speechbrain/speechbrain/pull/2783/commits/4204fd9514d641f0a8b950c957d9ddf5c73452ad
https://github.com/Adel-Moumen
sq codechttps://github.com/speechbrain/speechbrain/pull/2783/commits/e73df17ff8ea513310150ecbd6400f5a42e13ab0
e73df17https://github.com/speechbrain/speechbrain/pull/2783/commits/e73df17ff8ea513310150ecbd6400f5a42e13ab0
https://github.com/Adel-Moumen
Merge branch 'gslms' ofhttps://github.com/speechbrain/speechbrain/pull/2783/commits/42ee4209591a55d2f9502eac692dd9f74ac139e8
https://github.com/Adel-Moumen/speechbrainhttps://github.com/Adel-Moumen/speechbrain
in…https://github.com/speechbrain/speechbrain/pull/2783/commits/42ee4209591a55d2f9502eac692dd9f74ac139e8
42ee420https://github.com/speechbrain/speechbrain/pull/2783/commits/42ee4209591a55d2f9502eac692dd9f74ac139e8
https://github.com/TParcollet
TParcollethttps://github.com/TParcollet
v1.1.0https://github.com/speechbrain/speechbrain/milestone/4
Oct 9, 2025https://github.com/speechbrain/speechbrain/pull/2783#event-20188723335
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v1.1.0 https://github.com/speechbrain/speechbrain/milestone/4
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