The PyTorch-Kaldi Speech Recognition Toolkit

Benchmark Model Rank Results
speech-recognition-on-timitLiGRU + Dropout + BatchNorm + Monophone Reg#3Percentage error: 14.2
speech-recognition-on-timitLSTM + Dropout + BatchNorm + Monophone Reg#4Percentage error: 14.5
speech-recognition-on-timitGRU + Dropout + BatchNorm + Monophone Reg#7Percentage error: 14.9
speech-recognition-on-timitRNN + Dropout + BatchNorm + Monophone Reg#8Percentage error: 15.9
speech-recognition-on-timitLSTM#9Percentage error: 16.0
speech-recognition-on-timitLi-GRU#10Percentage error: 16.3
speech-recognition-on-timitRNN#11Percentage error: 16.5
speech-recognition-on-timitGRU#12Percentage error: 16.6
speech-recognition-on-librispeech-test-cleanLi-GRU#134Word Error Rate (WER): 6.2