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Paraformer-Large

Environments

  • date: Tue Nov 22 18:48:39 CST 2022
  • python version: 3.7.12
  • FunASR version: 0.1.0
  • pytorch version: pytorch 1.7.0
  • Git hash: ``
  • Commit date: ``

Beachmark Results

SpeechIO TIOBE

  • Decode config 1: conf/decode_asr_transformer_noctc_1best.yaml
  • Decode without CTC
  • Decode without LM
  • Decode config 2: conf/decode_asr_transformer_noctc_10best_lm_weight_0.15.yaml
  • Decode without CTC
  • Decode with Transformer-LM
  • LM weight: 0.15
testset w/o LM w/ LM
SPEECHIO_ASR_ZH00001 0.49 0.35
SPEECHIO_ASR_ZH00002 3.23 2.86
SPEECHIO_ASR_ZH00003 1.13 0.80
SPEECHIO_ASR_ZH00004 1.33 1.10
SPEECHIO_ASR_ZH00005 1.41 1.18
SPEECHIO_ASR_ZH00006 5.25 4.85
SPEECHIO_ASR_ZH00007 5.51 4.97
SPEECHIO_ASR_ZH00008 3.69 3.18
SPEECHIO_ASR_ZH00009 3.02 2.78
SPEECHIO_ASR_ZH000010 3.35 2.99
SPEECHIO_ASR_ZH000011 1.54 1.25
SPEECHIO_ASR_ZH000012 2.06 1.68
SPEECHIO_ASR_ZH000013 2.57 2.25
SPEECHIO_ASR_ZH000014 3.86 3.08
SPEECHIO_ASR_ZH000015 3.34 2.67