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PaddleSpeech/examples/librispeech/asr3/RESULTS.md

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support wav2vec2ASR on librispeech
2 years ago
# LibriSpeech
## Wav2VecASR
[ASR] support wav2vec2 command line and demo (#2658) * wav2vec2_cli * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * Update RESULTS.md * Update RESULTS.md * Update base_commands.py * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr
2 years ago
train: Epoch 1, 1*V100-32G, batchsize: 6
support wav2vec2ASR on librispeech
2 years ago
| Model | Params | Config | Augmentation| Test set | Decode method | WER |
| --- | --- | --- | --- | --- | --- | --- |
[ASR] support wav2vec2 command line and demo (#2658) * wav2vec2_cli * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * Update RESULTS.md * Update RESULTS.md * Update base_commands.py * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr * wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr
2 years ago
| wav2vec2ASR | 302.86 M | conf/wav2vec2ASR.yaml | spec_aug | test-clean | greedy search | 0.018906 |