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Benchmarks
Generative Error Correction on ATIS & GigaSpeech
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13.48
Average WER
WLM
-3.3648
110.3376
224.04
337.7424
Oct 10, 2023
Average WER
Word Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Average WER
Word Error Rate
WLM
#Para.=7.97M, r=16
2023.10
13.48
37.66
WLS
#Para.=4.89M, r=8
2023.10
14.144
34.62
Big-scale Adapter
#Para.=4.91M
2023.10
14.45
33.21
WLL
#Para.=26.40M, r=32
2023.10
15.03
30.52
WLM w/o SAW
#Para.=1.22M, r=16
2023.10
15.39
28.83
WLM w/o masking
#Para.=4.89M, r=16
2023.10
20.04
22.25
Oracle (1st-pass)
2023.10
21.64
-
WLM w/o H acoustics
#Para.=4.89M, r=16
2023.10
242.61
-1,020.68
WLM w/o init.
#Para.=4.89M, r=16
2023.10
434.6
-1,907.45
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