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LibriSpeech

Benchmarks

Task NameDataset NameSOTA ResultTrend
Automatic Speech RecognitionLibriSpeech (test-other)
WER1.6
1,447
Automatic Speech RecognitionLibriSpeech clean (test)
WER0.98
1,410
Automatic Speech RecognitionLibriSpeech (dev-other)
WER2.1
535
Automatic Speech RecognitionLibriSpeech (dev-clean)
WER (%)1.06
376
Automatic Speech RecognitionLibriSpeech (test-clean)
WER0.6
170
Automatic Speech RecognitionLibriSpeech (test)
WER (%)1.97
147
Automatic Speech RecognitionLibriSpeech (other)
WER2.42
140
Speech RecognitionLibriSpeech clean (dev)
WER0.0106
125
Automatic Speech RecognitionLibriSpeech clean
WER1.16
124
Speech RecognitionLibrispeech other (test)
WER2.2
105
Automatic Speech RecognitionLibriSpeech 960h (test-other)
WER2.5
98
Text-to-SpeechLibriSpeech clean (test)
WER1.5
97
Speech RecognitionLibriSpeech (test)
WER0.0133
81
Automatic Speech RecognitionLibriSpeech 960h (test-clean)
WER0.016
70
Text-to-SpeechLibriSpeech PC clean (test)
WER1.3
66
Automatic Speech RecognitionLibriSpeech 960h (dev-other)
WER2.4
66
Speech ReconstructionLibriSpeech (test-clean)
UT MOS4.23
64
Automatic Speech RecognitionLibriSpeech 100h (test-clean)
WER2.4
64
Adversarial Example DetectionLibriSpeech C&W attack vs. benign
AUROC99
60
Speech ReconstructionLibriSpeech clean (test)
UTMOS Score4.31
60
Speech ReconstructionLibriSpeech English (test-clean)
SIM0.97
54
Speech RecognitionLibriSpeech LS-Ave
WER6.23
51
Automatic Speech RecognitionLibriSpeech Psychoacoustic attack
WER0
48
Automatic Speech RecognitionLibriSpeech C&W attack
WER0
48
Automatic Speech RecognitionLibriSpeech 100h (test-other)
Word Error Rate4.6
42
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