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Voice Activity Detection on LibriVAD-NonConcat small-scale (train and test)

98.9VAD Performance (Nature)

GFCC-ViT

Updated 4d ago

Evaluation Results

Method
GFCC-ViT 2025.12	98.9	98.72	98.59	98.8	98.87	98.62	97.83	98.72	98.83	-
MFCC-ViT 2025.12	98.88	98.64	98.49	98.81	98.75	98.67	97.08	98.48	98.9	-
MFCC-ViT 2025.12	98.76	98.62	98.14	98.7	98.78	98.49	95.7	98.23	98.8	-
GFCC-ViT 2025.12	98.68	98.58	98.25	98.77	98.75	98.38	96.97	98.47	98.75	-
MFCC-ViT 2025.12	98.49	98.19	97.74	98.44	98.6	98.01	92.75	97.88	98.57	-
GFCC-ViT 2025.12	98.37	98.34	97.68	98.49	98.65	98.06	95.05	97.86	98.77	-
MFCC-ViT 2025.12	98.15	97.62	96.68	97.83	98.31	97.2	86.62	97.12	98.4	-
MFCC-ViT 2025.12	97.87	97.31	95.38	97.58	98.2	96.38	84.69	96.01	98.23	0.9574
GFCC-ViT 2025.12	97.84	97.79	96.76	98.02	98.35	97.34	90.41	97.24	98.51	-
GFCC-ViT 2025.12	97.73	97.52	95.61	97.55	98.3	96.35	86.92	96.63	98.31	0.961
MFCC-ViT 2025.12	97.41	96.47	94.27	96.9	97.83	94.95	74.75	94.95	97.8	-
GFCC-ViT 2025.12	97.12	96.95	94.44	97.02	97.84	95.26	77.68	95.83	97.98	-
raw-CLDNN 2025.12	95.62	95.81	94.51	95.9	96.6	94.76	91.37	94.32	95.53	-
MFCC-ViT 2025.12	95.52	94.34	86.94	94.8	96.95	90.94	61.23	89.37	96.89	-
GFCC-ViT 2025.12	95.45	94.75	87.93	94.22	97.36	90.44	63.55	91.67	96.99	-
raw-CLDNN 2025.12	94.79	95.05	92.81	95.02	96.31	93.09	86.6	92.57	93.9	-
MFCC-bDNN 2025.12	94.66	95.18	95.5	95.24	95.92	95.19	74.73	96.36	96.39	-
MFCC-bDNN 2025.12	94.18	95.07	94.3	94.68	95.93	94.39	69	95.43	96.27	-
MFCC-bDNN 2025.12	93.33	94.74	92.1	93.51	95.77	92.92	62.44	93.52	95.92	-
raw-CLDNN 2025.12	93.06	93.86	90.19	93.45	95.77	90.44	79.13	89.6	91.05	-
MFCC-bDNN 2025.12	91.73	93.88	88	91.34	95.21	90.29	55.41	89.92	95.13	-
GFCC-bDNN 2025.12	91.47	91.38	91.82	91.12	92.86	91.32	65.56	94.69	94.33	-
GFCC-bDNN 2025.12	91.42	91.88	90.96	90.91	93.28	91.08	62.38	94.02	94.67	-
MFCC-bDNN 2025.12	91.16	93.4	87.24	90.83	94.78	89.7	59.41	88.83	94.69	0.8785
GFCC-bDNN 2025.12	90.81	92.08	88.98	90.21	93.46	90.01	58.24	92.18	94.61	-
raw-CLDNN 2025.12	90.79	92.18	86.24	90.94	94.81	86.83	69.69	84.79	87.18	-
raw-CLDNN 2025.12	90.65	91.89	85.77	90.62	94.51	86.79	73.23	84.13	87.93	0.8728
GFCC-bDNN 2025.12	89.43	91.74	85.03	88.37	93.1	87.65	53.39	88.53	94.02	-
MFCC-bDNN 2025.12	88.91	92.13	81.21	87.78	93.99	85.91	49.15	83.64	93.57	-
GFCC-bDNN 2025.12	88.81	91.06	84.21	87.6	92.49	86.83	55.8	87.21	93.42	0.8527
raw-CLDNN 2025.12	87.38	89.47	79.83	87.2	93.1	81.64	60.08	77.19	82.65	-
GFCC-bDNN 2025.12	86.91	90.62	78.55	85	92.01	83.5	48.78	81.99	92.68	-
MFCC-bDNN 2025.12	84.19	89.41	72.33	82.45	91.88	79.51	45.78	74.13	90.88	-
GFCC-bDNN 2025.12	82.83	88.69	69.96	80.02	90.25	77.42	46.47	71.89	90.21	-
raw-CLDNN 2025.12	82.29	85.01	71.04	81.22	90.49	74.02	52.54	66.35	77.3	-