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PaddleSpeech/examples/callcenter/asr1/RESULTS.md

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MandarinK8

Conformer

Model Params Config Augmentation Test set Decode method Loss CER
conformer 45.73 M conf/conformer.yaml spec_aug + shift test attention 2.1794936656951904 0.102304
conformer 45.73 M conf/conformer.yaml spec_aug + shift test ctc_greedy_search 2.1794936656951904 0.084295
conformer 45.73 M conf/conformer.yaml spec_aug + shift test ctc_prefix_beam_search 2.1794936656951904 0.084340
conformer 45.73 M conf/conformer.yaml spec_aug + shift test attention_rescoring 2.1794936656951904 0.081675

Chunk Conformer

Model Params Config Augmentation Test set Decode method Chunk Size & Left Chunks Loss CER
conformer 45.73 M conf/chunk_conformer.yaml spec_aug + shift test attention 16, -1 2.23287845 0.087982
conformer 45.73 M conf/chunk_conformer.yaml spec_aug + shift test ctc_greedy_search 16, -1 2.23287845 0.086962
conformer 45.73 M conf/chunk_conformer.yaml spec_aug + shift test ctc_prefix_beam_search 16, -1 2.23287845 0.086741
conformer 45.73 M conf/chunk_conformer.yaml spec_aug + shift test attention_rescoring 16, -1 2.23287845 0.083495