Personal Voice Activity Detection on LibriSpeech 3 Speakers Segment 1 500-hour simulation (test) benchmark leaderboard · SOTA2 Research

Personal Voice Activity Detection on LibriSpeech 3 Speakers Segment 1 500-hour simulation (test)

87.85AccuracyAdaptive Speaker Embedding Self-Augmentation (Additive Fusion)

Evaluation Results

Method
Adaptive Speaker Embedding Self-Augmentation (Additive Fusion)2026.01	87.85	81.71	88.19	86.87	91.63	96.64	92.78
Adaptive Speaker Embedding Self-Augmentation (Concat Fusion)2026.01	87.23	80.37	87.59	86.22	91.61	96.48	92.27
PVAD2.0 (Selected Source)2026.01	87.14	79.84	87.38	86.12	91.91	96.05	91.05
Adaptive Speaker Embedding Self-Augmentation (Additive Fusion)2026.01	87.14	80.09	87.15	86.16	91.61	96.19	91.73
PVAD2.0 (Selected Source)2026.01	86.52	78.51	86.28	85.51	91.91	95.43	89.5
Adaptive Speaker Embedding Self-Augmentation (Concat Fusion)2026.01	86.28	77.98	86.35	85.25	91.58	95.7	90.5
PVAD2.0 (Enroll Source)2026.01	86.26	74.85	86.54	85.22	92.74	95.4	89.41
Adaptive Speaker Embedding Self-Augmentation (Additive Fusion)2026.01	85.34	75.34	84.68	84.3	91.54	94.83	88.39
PVAD2.0 (Selected Source)2026.01	84.88	75.78	82.67	83.92	91.96	93.56	85.08
PVAD2.0 (Enroll Source)2026.01	84.74	71.26	83.96	83.66	92.72	94.18	86.37
Adaptive Speaker Embedding Self-Augmentation (Concat Fusion)2026.01	84.03	72.89	82.68	82.94	91.4	94.22	86.55
PVAD2.0 (Enroll Source)2026.01	81.56	63	78.9	80.28	92.46	91.3	78.98