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PaddleSpeech/examples/wenetspeech/asr1
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Hui Zhang 0defc658e1
update aishell/librispeech transformer result; wenetspeech pretrain conformer result 		3 years ago
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conf add wenetspeech egs 3 years ago
local update aishell/librispeech transformer result; wenetspeech pretrain conformer result 3 years ago
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README.md

WenetSpeech

Conformer

Model Params Config Augmentation Test set Decode method Loss WER
conformer 32.52 M conf/conformer.yaml spec_aug dev attention
conformer 32.52 M conf/conformer.yaml spec_aug test net ctc_greedy_search
conformer 32.52 M conf/conformer.yaml spec_aug test meeting ctc_prefix_beam_search
conformer 32.52 M conf/conformer.yaml spec_aug test net attention_rescoring

Conformer Pretrain Model

Pretrain model from http://mobvoi-speech-public.ufile.ucloud.cn/public/wenet/wenetspeech/20211025_conformer_exp.tar.gz

Model Params Config Augmentation Test set Decode method Loss WER
conformer 32.52 M conf/conformer.yaml spec_aug aishell1 attention - 0.048456
conformer 32.52 M conf/conformer.yaml spec_aug aishell1 ctc_greedy_search - 0.052534
conformer 32.52 M conf/conformer.yaml spec_aug aishell1 ctc_prefix_beam_search - 0.052915
conformer 32.52 M conf/conformer.yaml spec_aug aishell1 attention_rescoring - 0.047904