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Papers Benchmarks Datasets Tasks

Voice Activity Detection research benchmarks · SOTA2 Research

Voice Activity Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LibriVAD-Concat (small-scale test)

99.68Score (Nature Environment)

35

Feb 26, 2026

LibriVAD-NonConcat small-scale (train and test)

98.9VAD Performance (Nature)

35

Feb 26, 2026

LibriVAD Concat

6.42EER

8

Feb 26, 2026

LibriVAD NonConcat

6.9EER

8

Feb 26, 2026

AVA-Speech (test)

94.3AUC-ROC

7

Feb 26, 2026

FLEURS-VAD-102 (test)

97.57F1 Score

5

Mar 12, 2026

Google SC & Freesound v2 (test)

98.8Accuracy

5

Feb 26, 2026

0.868AUC-ROC

5

Feb 26, 2026

WenetSpeech internal (test)

95.56Accuracy

4

Apr 23, 2026

7.7DetER

3

Feb 26, 2026

pyannote (waveform)

6DetER

3

Feb 26, 2026

pyannote (waveform)

3.7DetER

2

Feb 26, 2026

pyannote (waveform)

4.9DetER

2

Feb 26, 2026

pyannote (waveform)

0.093DetER

2

Feb 26, 2026

pyannote (MFCC)

5.5DetER

2

Feb 26, 2026

Popular datasets

LibriVAD AMI DIHARD ETAPE FLEURS

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