Voice Activity Detection on LibriVAD-Concat (small-scale test)

99.68Score (Nature Environment)MFCC-ViT

Evaluation Results

Method
MFCC-ViT2025.12	99.68	99.6	99.53	99.64	99.68	99.6	98.64	99.57	99.65	—
MFCC-ViT2025.12	99.67	99.51	99.38	99.59	99.67	99.52	97.8	99.46	99.61	—
GFCC-ViT2025.12	99.64	99.52	99.38	99.53	99.64	99.46	97.21	99.49	99.62	—
MFCC-ViT2025.12	99.61	99.33	99.08	99.51	99.68	99.36	95.6	99.33	99.47	—
GFCC-ViT2025.12	99.6	99.4	99.28	99.49	99.62	99.38	95.5	99.42	99.56	—
GFCC-ViT2025.12	99.59	99.27	99.01	99.37	99.62	99.12	92.37	99.22	99.42	—
MFCC-ViT2025.12	99.52	98.98	98.08	99.37	99.63	98.95	89.36	98.98	99.19	—
GFCC-ViT2025.12	99.52	98.83	98.18	99.18	99.57	98.58	84.41	98.86	99.06	—
MFCC-ViT2025.12	99.44	98.82	95.55	99	99.61	98.12	85.95	98.6	98.83	0.971
GFCC-ViT2025.12	99.42	98.68	95.79	98.8	99.54	97.67	82.46	98.29	98.69	0.9659
GFCC-ViT2025.12	99.36	98.11	94.89	98.64	99.49	96.8	69.8	98.03	98.25	—
MFCC-ViT2025.12	99.33	98.43	94.09	98.86	99.56	97.8	74.9	98.31	98.51	—
MFCC-ViT2025.12	98.85	97.06	83.16	97.01	99.41	93.48	59.4	95.96	96.56	—
GFCC-ViT2025.12	98.78	96.96	84.02	96.61	99.27	92.65	55.48	94.73	96.22	—
MFCC-bDNN2025.12	97.9	97.82	97.56	97.66	97.97	98.02	76.66	98.57	98.26	—
MFCC-bDNN2025.12	97.78	97.56	96.57	97.27	97.99	97.43	71.66	98.15	98.13	—
MFCC-bDNN2025.12	97.42	96.97	94.36	96.38	97.95	96.11	64.38	97.05	97.8	—
raw-CLDNN2025.12	97.31	96.98	95.55	96.93	98.32	96.77	92.18	95.44	94.31	—
raw-CLDNN2025.12	96.69	96.18	94.04	96.03	98.12	95.67	87.91	94.23	90.31	—
MFCC-bDNN2025.12	96.51	95.77	89.69	94.3	97.84	93.31	55.54	94.66	97.08	—
GFCC-bDNN2025.12	96.02	95.83	94.23	93.97	96.46	95.64	65.94	97.77	97.6	—
GFCC-bDNN2025.12	96	95.92	95.24	94.28	96.38	96.27	68.38	98.18	97.6	—
MFCC-bDNN2025.12	95.87	95.3	87.91	93.08	97.74	92.27	59.88	92.92	96.53	0.9017
GFCC-bDNN2025.12	95.77	95.43	91.75	93.06	96.44	94.22	61.45	96.57	97.37	—
raw-CLDNN2025.12	95.71	95	91.51	94.65	97.7	93.87	80.36	91.71	83.41	—
GFCC-bDNN2025.12	94.94	94.46	86.7	90.89	96.33	91.24	55.2	93.92	96.65	—
MFCC-bDNN2025.12	94.57	93.6	80.82	90.05	97.59	88.08	47.55	89.46	95.53	—
GFCC-bDNN2025.12	94.33	93.9	85.28	89.76	96.245	90.32	57.625	92.21	96.08	0.8842
raw-CLDNN2025.12	94.16	93.06	87.11	92.3	97.04	90.73	69.76	86.81	74.01	—
raw-CLDNN2025.12	93.73	92.6	86.108	91.74	96.93	90.353	73.68	86.045	76.755	0.8755
GFCC-bDNN2025.12	93.16	92.63	77.7	86.66	96.1	85.91	48.99	88.56	95.09	—
raw-CLDNN2025.12	91.57	89.77	79.87	88.41	96.04	85.91	59.26	79.23	64.11	—
MFCC-bDNN2025.12	91.05	90.13	68.49	82.86	97.11	80.69	43.5	79.64	92.41	—
GFCC-bDNN2025.12	90.14	89.61	66.07	79.74	95.76	78.67	45.79	78.3	92.18	—
raw-CLDNN2025.12	86.96	84.63	68.57	82.14	94.37	79.17	52.62	68.85	54.38	—