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Performance Record

Conformer Result (Old IO)

  • Feature info: using fbank feature, with cmvn, with speed perturb.
  • Training info: lr 0.002, batch size 16, 1 machines, 1*4 = 4 gpu, acc_grad 4, 240 epochs, dither 0.1
  • Decoding info: ctc_weight 0.5, average_num 30
decoding mode
attention decoder 21.9
ctc greedy search 21.15
ctc prefix beam search 21.13
attention rescoring 20.47

Conformer Result (New IO)

  • Feature info: using fbank feature, with cmvn, with speed perturb.
  • Training info: lr 0.002, batch size 16, 1 machines, 1*4 = 4 gpu, acc_grad 4, 133 epochs, dither 0.1
  • Decoding info: ctc_weight 0.5, average_num 30
decoding mode
attention decoder 21.42
ctc greedy search 21.16
ctc prefix beam search 21.18
attention rescoring 20.42