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[ASR] wav2vec2 ASR, pre-trained wav2vec2 based CTC for librispeech #2518

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merged 5 commits into from
Oct 12, 2022

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Zth9730
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@Zth9730 Zth9730 commented Oct 10, 2022

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Support wav2vec2ASR!
With pre-trained wav2vec2 model and finetune with CTC on the librispeech dataset
Result: test-clean wer: 1.89%

examples/librispeech/asr3/conf/preprocess.yaml Outdated Show resolved Hide resolved
examples/librispeech/asr3/conf/tuning/decode.yaml Outdated Show resolved Hide resolved
examples/librispeech/asr3/run.sh Outdated Show resolved Hide resolved
paddlespeech/audio/transform/spectrogram.py Outdated Show resolved Hide resolved
paddlespeech/s2t/exps/wav2vec2/bin/test.py Outdated Show resolved Hide resolved
@zh794390558 zh794390558 changed the title [ASR] Support wav2vec2ASR. An ASR model with pre-trained wav2vec2 and CTC [ASR] wav2vec2 ASR, pre-trained wav2vec2 based CTC for librispeech Oct 11, 2022
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LGTM

@zh794390558 zh794390558 merged commit f1ca564 into PaddlePaddle:develop Oct 12, 2022
@yt605155624 yt605155624 added this to the r1.3.0 milestone Oct 13, 2022
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3 participants