[Wav2Vec2] Add New Wav2Vec2 Translation #14392
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src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py
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patrickvonplaten
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LysandreJik
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Nov 16, 2021
src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py
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sgugger
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...sformers/models/speech_encoder_decoder/convert_mbart_wav2vec2_seq2seq_original_to_pytorch.py
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Albertobegue
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* add new wav2vec2 translation * correct * up * add tests * correct end copy * correct more * up * correct unispeech sat * finish * finalize * finish * up
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What does this PR do?
This PR extends Wav2Vec2 with an Adapter module that allows to take any pretrained Wav2Vec2 checkpoint and down-project to a more suitable size for the encoder-decoder design.
Since, this code originates from the original Wav2Vec2 Fairseq implementation and is applicable to all existing Wav2Vec2 checkpoints, I think it's ok to put it in the existing
modeling_wav2vec2.pyeven if it adds some ugly flags to the config.Before submitting
Pull Request section?
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Who can review?
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.