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ResearchFormerly WizWand

Speech Recognition on LibriSpeech clean 1000h (test)

0.0382WERattention
0.0370480.0448240.05260.060376May 8, 2018
Updated 8mo ago

Evaluation results

MethodLinks
attentionLM=LSTM, label unit=BPE2018.050.0382
LF MMI, LSTM, 2016LM=4-gram, label unit=CDp2018.050.0428
ASG (CTC), 2017LM=4-gram, label unit=chars2018.050.048
attentionLM=4-gram, label unit=BPE2018.050.0482
attentionLM=none, label unit=BPE2018.050.0487
CTC, 2015LM=4-gram, label unit=chars2018.050.0533
CTC, PL, 2017LM=4-gram, label unit=chars2018.050.0542
hybrid, FFNN, 2015LM=4-gram, label unit=CDp2018.050.0551
ASG (CTC), 2017LM=none, label unit=chars2018.050.067