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SOTA Multi-talker Automatic Speech Recognition benchmarks and papers with code | Wizwand
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Multi-talker Automatic Speech Recognition
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Libri2Mix Clean (dev)
ID-30.D
WER
3
23
19d ago
Libri2Mix Noisy (Eval)
ID-20.D
WER
7.5
22
19d ago
Libri3Mix Clean (Eval)
ID-30.D
WER
8.7
20
19d ago
Libri3Mix Noisy (eval)
ID-30.D
WER
17.1
19
19d ago
Libri3Mix Clean (dev)
ID-30.D
WER
8.6
17
19d ago
Libri3Mix Noisy (dev)
ID-30.D
WER
18.8
17
19d ago
Libri2Mix Noisy (dev)
ID-20.D
WER
8.4
17
19d ago
Libri2Mix clean (test)
ID-30.D
WER
3.1
16
19d ago
Libri2Mix Clean (eval)
SOP-Llama-3B
WER
3.6
11
1mo ago
LibrispeechMix 3mix (test)
GLAD-SOT
WER
21.1
9
1mo ago
LibrispeechMix 3mix (dev)
GLAD-SOT
WER
21.7
9
1mo ago
LibrispeechMix 2mix (test)
GLAD-SOT
WER
6.8
9
1mo ago
LibrispeechMix 2mix (dev)
GLAD-SOT
WER
7.2
9
1mo ago
Librispeech (test)
GLAD-SOT
WER
4.1
9
1mo ago
Librispeech (dev)
GLAD-SOT
WER
3.7
9
1mo ago
LibriMix 2 Clean (test)
SE-DiCoW
tcpWER
3.4
9
1mo ago
LibriMix 2 Both (test)
SE-DiCoW
tcpWER
8.7
8
1mo ago
LibriMix 3 Clean (test)
GEncSep
tcpWER
13.1
8
1mo ago
CH109
GLAD-SOT
Total WER
0.366
4
1mo ago
CH109 2-speaker
GLAD-SOT
WER
48.9
4
1mo ago
CH109 1-speaker
GLAD-SOT
WER
32.5
4
1mo ago
LibriSpeech Other (test)
tgt spk HLG
tcpWER
6.1
3
1mo ago
LibriSpeech Clean (test)
tgt spk HLG
tcpWER
3.6
3
1mo ago
Synth (test)
tgt spk HLG
tcpWER
9.6
3
1mo ago
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