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@ -35,7 +35,7 @@ We do provide a Colab notebook for this recipe.
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### LibriSpeech
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### LibriSpeech
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Please see <https://github.com/k2-fsa/icefall/blob/master/egs/librispeech/ASR/README.md>
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Please see <https://github.com/k2-fsa/icefall/blob/master/egs/librispeech/ASR/RESULTS.md>
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for the **latest** results.
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for the **latest** results.
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We provide 4 models for this recipe:
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We provide 4 models for this recipe:
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@ -1,4 +1,9 @@
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# Introduction Please refer to <https://icefall.readthedocs.io/en/latest/recipes/librispeech/index.html> for how to run models in this recipe.
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# Introduction
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Please refer to <https://icefall.readthedocs.io/en/latest/recipes/librispeech/index.html> for how to run models in this recipe.
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[./RESULTS.md](./RESULTS.md) contains the latest results.
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# Transducers
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# Transducers
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There are various folders containing the name `transducer` in this folder.
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There are various folders containing the name `transducer` in this folder.
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@ -8,9 +8,11 @@ Same as `Pruned Transducer 2` but using the XL subset from
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During training, it selects either a batch from GigaSpeech with prob `giga_prob`
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During training, it selects either a batch from GigaSpeech with prob `giga_prob`
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or a batch from LibriSpeech with prob `1 - giga_prob`. All utterances within
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or a batch from LibriSpeech with prob `1 - giga_prob`. All utterances within
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a batch comes from the same dataset.
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a batch come from the same dataset.
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See <https://github.com/k2-fsa/icefall/pull/312>
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Using commit `ac84220de91dee10c00e8f4223287f937b1930b6`.
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See <https://github.com/k2-fsa/icefall/pull/312>.
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The WERs are:
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The WERs are:
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@ -47,13 +49,13 @@ export CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7"
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The tensorboard log can be found at
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The tensorboard log can be found at
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<https://tensorboard.dev/experiment/gaD34WeYSMCOkzoo3dZXGg/>
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<https://tensorboard.dev/experiment/gaD34WeYSMCOkzoo3dZXGg/>
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(Note: The training process is killed manually at `epoch-28.pt`.)
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(Note: The training process is killed manually after saving `epoch-28.pt`.)
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Pretrained models, training logs, decoding logs, and decoding results
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Pretrained models, training logs, decoding logs, and decoding results
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are available at
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are available at
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<https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-04-29>
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<https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless3-2022-04-29>
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Decoding commands are:
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The decoding commands are:
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```bash
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```bash
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