Skip to main content

Table 10 Training time per epoch (hours) of BLSTMs and LW-BLSTMs for all languages

From: Advanced recurrent network-based hybrid acoustic models for low resource speech recognition

Model Training time per epoch (h)  
  101 Cantonese 104 Pashto 107 Vietnamese 202 Swahili 204 Tamil 302 Kazakh 404 Georgian
BLSTM-fbank 12.79 8.40 7.69 4.92 7.00 4.85 4.88
LW-BLSTM-fbank 8.01 4.71 4.83 3.06 4.37 3.03 3.04
BLSTM-MBN 12.78 8.40 7.67 4.93 7.01 4.85 4.87
LW-BLSTM-MBN 8.01 4.71 4.83 3.06 4.37 3.03 3.03