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Thchs30

Results on Thchs30 datasets.

BLSTM

  • SP: 3-way speed perturbation
  • AM: BLSTM with 6M parameters.
  • Hyper-parameters of AM training: lamb=0.01, n_layers=3, hdim=320, lr=0.001
Unit Test SP exp link
phone 7.87 N 1-BSTM
phone 6.91 Y 2-BLSTM-SpecAug

VGG-BLSTM

  • AM: VGG-BLSTM with 9M parameters.
  • Hyper-parameters of AM training: lamb=0.01, n_layers=3, hdim=320, lr=0.001
Unit Test SP exp link
phone 6.01 Y 3-VGGBLSTM

Conformer

  • AM: Conformer with 7M parameters. SpecAug and 3-way perturbation is applied.
Unit Test SP Note exp link
phone 6.93 Y run_conformer.sh 4-Conformer-SpecAug