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Benchmarks
Speech Recognition on Hub5'00 Full (test)
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16
WER
Deep Speech
15.604
18.277
20.95
23.623
Dec 17, 2014
WER
WER (Switchboard)
WER (CallHome)
Updated 1mo ago
Evaluation Results
Method
Method
Links
WER
WER (Switchboard)
WER (CallHome)
Deep Speech
Training Data=SWB + FSH
2014.12
16
-
-
DNN-HMM sMBR
2014.12
18.4
-
-
DNN-HMM
Training Data=FSH
2014.12
19.9
-
-
DNN-HMM
Training Data=SWB
2014.12
20.5
-
-
GMM-HMM BMMI
2014.12
25.8
-
-
Deep Speech
Training Data=SWB
2014.12
25.9
-
-
Cui et al.
speed-pertubation=true
2019.09
-
12
23.1
Zeyer et al.
2019.09
-
11
23.1
Park et al.
SpecAugment=false
2019.09
-
10.9
19.4
ESPRESSO LSTM
Subword LM=false
2019.09
-
10.7
20.7
ESPRESSO LSTM
Subword LM=true
2019.09
-
9.2
19.1
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