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Add text-text (audio) CLIP#504

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marianna13 wants to merge 40 commits into
mlfoundations:mainfrom
marianna13:text_text_audio
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Add text-text (audio) CLIP#504
marianna13 wants to merge 40 commits into
mlfoundations:mainfrom
marianna13:text_text_audio

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@marianna13

@marianna13 marianna13 commented Apr 22, 2023

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Text-Text (audio) CLIP (based on #323 but one of the text tokens are actually audio encoded with Encodec (can add other encoding methods). One of the models is just BERT (for real text) and the other one is LSG BERT.

@rwightman

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Oyo, so, where does this sit relative to #323? Is the intent to have that one cleaned up and merged and then this one will merge those changes before being merged?

@marianna13 marianna13 changed the title Text text audio Add text-text (audio) CLIP Apr 22, 2023
@marianna13

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Hi @rwightman ! I added description, basically we pretend that encoded audio is just text tokens and treat it respectively. I trained it on a small subset of LAION630k (basically VGGSound) for just a little and it gave me not so bad results. I'm just wondering is it even worth it to have such a model and what other people think of it :)

@marianna13 marianna13 closed this by deleting the head repository Feb 9, 2024
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3 participants