msb-public
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PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
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PaddleSpeech/examples/aishell/s1/README.md

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Aishell

Conformer

Model Config Augmentation Test set Decode method Loss WER
conformer conf/conformer.yaml spec_aug + shift test attention - 0.059858
conformer conf/conformer.yaml spec_aug + shift test ctc_greedy_search - 0.062311
conformer conf/conformer.yaml spec_aug + shift test ctc_prefix_beam_search - 0.062196
conformer conf/conformer.yaml spec_aug + shift test attention_rescoring - 0.054694

Chunk Conformer

Model Config Augmentation Test set Decode method Chunk Loss WER
conformer conf/chunk_conformer.yaml spec_aug + shift test attention 16 - 0.061939
conformer conf/chunk_conformer.yaml spec_aug + shift test ctc_greedy_search 16 - 0.070806
conformer conf/chunk_conformer.yaml spec_aug + shift test ctc_prefix_beam_search 16 - 0.070739
conformer conf/chunk_conformer.yaml spec_aug + shift test attention_rescoring 16 - 0.059400

Transformer

Model Config Augmentation Test set Decode method Loss WER
transformer conf/transformer.yaml spec_aug + shift test attention - -