LibriSpeech
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LibriSpeech Gaussian noise, σ=0.02
24.1WER
15
LibriSpeech Gaussian noise, σ=0.015
19.9WER
15
LibriSpeech Gaussian noise, σ=0.01
0.148WER
15
LibriSpeech Gaussian noise, σ=0.005
10.5WER
15
LibriSpeech Gaussian noise, σ=0.0
7.3WER
15
LibriSpeech (test-clean)
1.98WERH
15
LibriSpeech (test-clean)
0.966Speaker Similarity
15
LibriSpeech OOV
0.02MTWV (-5dB)
14
LibriSpeech IV
0.02MTWV @ -5dB SNR
14
LibriSpeech (val)
1.9Validation Loss
14
LibriSpeech train-clean-100 (test)
85.74Phone Accuracy
14
LibriSpeech (dev)
1.21WER (clean)
13
LibriSpeech 80 (test-clean)
1.6WER
13
LibriSpeech (test-clean)
2.87WER
13
LibriSpeech (LBS) (test)
99.25Top-1 Accuracy
13
LibriSpeech-PC subset B
1.95WER
12
LibriSpeech Switch
100Accuracy
12
LibriSpeech Psychoacoustic attack vs. benign
98AUROC
12
LibriSpeech 3 Speakers + Noise Segment 1 MUSAN-noised simulation (test)
83.64Accuracy
12
LibriSpeech 3 Speakers Segment 1 500-hour simulation (test)
87.85Accuracy
12
LibriSpeech clean
3.46WER
12
Noisy LibriSpeech clean (test)
7.43WER (-5dB)
11
LibriSpeech (test-other)
1STOI
11
Librispeech simulated low-SNR (test)
3.42DNSMOS
11
Librispeech simulated general-SNR (test)
3.42DNSMOS
11