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PaddleSpeech/examples/librispeech/s1/README.md

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more decoding method (#618) * more decoding method * all decode method test scripts; result readme * exp libri confi * parallel data scripts; more mask test; need pybind11 repo * speed perturb config * libri conf test set
4 years ago
# LibriSpeech
## Conformer
fix result; add feature list
4 years ago
| Model | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- |
| conformer | conf/conformer.yaml | spec_aug + shift | test-all | attention | test-all 6.35 | 0.057117 |
| conformer | conf/conformer.yaml | spec_aug + shift | test-clean | attention | test-all 6.35 | 0.030162 |
| conformer | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | test-all 6.35 | 0.037910 |
| conformer | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | test-all 6.35 | 0.037761 |
| conformer | conf/conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | test-all 6.35 | 0.032115 |
more decoding method (#618) * more decoding method * all decode method test scripts; result readme * exp libri confi * parallel data scripts; more mask test; need pybind11 repo * speed perturb config * libri conf test set
4 years ago
## Transformer
fix result; add feature list
4 years ago
| Model | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- |
| transformer | conf/transformer.yaml | spec_aug + shift | test-all | attention | test-all 6.98 | 0.066500 |
| transformer | conf/transformer.yaml | spec_aug + shift | test-clean | attention | test-all 6.98 | 0.036 |