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Datasets
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VoxCeleb
VoxCeleb
Benchmarks
3D
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AED
3D
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AKD
3D
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L1
Speaker Verification
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EER
Video Reconstruction
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AED
Video Reconstruction
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AKD
Video Reconstruction
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L1
Related Benchmarks
VoxCeleb1
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Few-Shot Learning
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Top-1 Accuracy(5-Way-1-Shot)
VoxCeleb1
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Meta-Learning
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Top-1 Accuracy(5-Way-1-Shot)
VoxCeleb1
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Speaker Identification
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Accuracy
VoxCeleb1
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Speaker Identification
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Number of Params
VoxCeleb1
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Speaker Identification
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Top-1 (%)
VoxCeleb1
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Speaker Identification
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Top-5 (%)
VoxCeleb1
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Speaker Recognition
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EER
VoxCeleb1
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Speaker Verification
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EER
VoxCeleb1 - 1-shot learning
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10-shot image generation
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FID
VoxCeleb1 - 1-shot learning
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3D
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FID
VoxCeleb1 - 1-shot learning
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3D Face Modelling
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FID
VoxCeleb1 - 1-shot learning
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3D Face Reconstruction
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FID
VoxCeleb1 - 1-shot learning
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Face Generation
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FID
VoxCeleb1 - 1-shot learning
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Face Reconstruction
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FID
VoxCeleb1 - 1-shot learning
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Facial Recognition and Modelling
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FID
VoxCeleb1 - 1-shot learning
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Image Generation
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FID
VoxCeleb1 - 1-shot learning
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Talking Head Generation
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FID
VoxCeleb1 - 32-shot learning
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10-shot image generation
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FID
VoxCeleb1 - 32-shot learning
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3D
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FID
VoxCeleb1 - 32-shot learning
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3D Face Modelling
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FID
VoxCeleb1 - 32-shot learning
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3D Face Reconstruction
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FID
VoxCeleb1 - 32-shot learning
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Face Generation
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FID
VoxCeleb1 - 32-shot learning
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Face Reconstruction
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FID
VoxCeleb1 - 32-shot learning
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Facial Recognition and Modelling
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FID
VoxCeleb1 - 32-shot learning
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Image Generation
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FID
VoxCeleb1 - 32-shot learning
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Talking Head Generation
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FID
VoxCeleb1 - 8-shot learning
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10-shot image generation
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FID
VoxCeleb1 - 8-shot learning
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3D
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FID
VoxCeleb1 - 8-shot learning
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3D Face Modelling
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FID
VoxCeleb1 - 8-shot learning
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3D Face Reconstruction
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FID
VoxCeleb1 - 8-shot learning
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Face Generation
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FID
VoxCeleb1 - 8-shot learning
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Face Reconstruction
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FID
VoxCeleb1 - 8-shot learning
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Facial Recognition and Modelling
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FID
VoxCeleb1 - 8-shot learning
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Image Generation
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FID
VoxCeleb1 - 8-shot learning
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Talking Head Generation
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FID
VoxCeleb2
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Speaker Verification
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EER
VoxCeleb2
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Speech Separation
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SDRi
VoxCeleb2
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Speech Separation
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SI-SNRi
VoxCeleb2 - 1-shot learning
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10-shot image generation
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CSIM
VoxCeleb2 - 1-shot learning
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10-shot image generation
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FID
VoxCeleb2 - 1-shot learning
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10-shot image generation
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LPIPS
VoxCeleb2 - 1-shot learning
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10-shot image generation
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Normalized Pose Error
VoxCeleb2 - 1-shot learning
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10-shot image generation
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SSIM
VoxCeleb2 - 1-shot learning
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10-shot image generation
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inference time (ms)
VoxCeleb2 - 1-shot learning
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3D
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CSIM
VoxCeleb2 - 1-shot learning
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3D
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FID
VoxCeleb2 - 1-shot learning
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3D
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LPIPS
VoxCeleb2 - 1-shot learning
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3D
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Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
3D
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SSIM
VoxCeleb2 - 1-shot learning
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3D
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inference time (ms)
VoxCeleb2 - 1-shot learning
/
3D Face Modelling
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CSIM
VoxCeleb2 - 1-shot learning
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3D Face Modelling
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FID
VoxCeleb2 - 1-shot learning
/
3D Face Modelling
/
LPIPS
VoxCeleb2 - 1-shot learning
/
3D Face Modelling
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Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
3D Face Modelling
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SSIM
VoxCeleb2 - 1-shot learning
/
3D Face Modelling
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inference time (ms)
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
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CSIM
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
/
FID
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
/
LPIPS
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
/
SSIM
VoxCeleb2 - 1-shot learning
/
3D Face Reconstruction
/
inference time (ms)
VoxCeleb2 - 1-shot learning
/
Face Generation
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CSIM
VoxCeleb2 - 1-shot learning
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Face Generation
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FID
VoxCeleb2 - 1-shot learning
/
Face Generation
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LPIPS
VoxCeleb2 - 1-shot learning
/
Face Generation
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
Face Generation
/
SSIM
VoxCeleb2 - 1-shot learning
/
Face Generation
/
inference time (ms)
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
CSIM
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
FID
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
LPIPS
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
SSIM
VoxCeleb2 - 1-shot learning
/
Face Reconstruction
/
inference time (ms)
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
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CSIM
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
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FID
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
/
LPIPS
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
/
SSIM
VoxCeleb2 - 1-shot learning
/
Facial Recognition and Modelling
/
inference time (ms)
VoxCeleb2 - 1-shot learning
/
Image Generation
/
CSIM
VoxCeleb2 - 1-shot learning
/
Image Generation
/
FID
VoxCeleb2 - 1-shot learning
/
Image Generation
/
LPIPS
VoxCeleb2 - 1-shot learning
/
Image Generation
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
Image Generation
/
SSIM
VoxCeleb2 - 1-shot learning
/
Image Generation
/
inference time (ms)
VoxCeleb2 - 1-shot learning
/
Talking Head Generation
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CSIM
VoxCeleb2 - 1-shot learning
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Talking Head Generation
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FID
VoxCeleb2 - 1-shot learning
/
Talking Head Generation
/
LPIPS
VoxCeleb2 - 1-shot learning
/
Talking Head Generation
/
Normalized Pose Error
VoxCeleb2 - 1-shot learning
/
Talking Head Generation
/
SSIM
VoxCeleb2 - 1-shot learning
/
Talking Head Generation
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inference time (ms)
VoxCeleb2 - 32-shot learning
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10-shot image generation
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FID
VoxCeleb2 - 32-shot learning
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3D
/
FID
VoxCeleb2 - 32-shot learning
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3D Face Modelling
/
FID
VoxCeleb2 - 32-shot learning
/
3D Face Reconstruction
/
FID
VoxCeleb2 - 32-shot learning
/
Face Generation
/
FID
VoxCeleb2 - 32-shot learning
/
Face Reconstruction
/
FID
VoxCeleb2 - 32-shot learning
/
Facial Recognition and Modelling
/
FID
VoxCeleb2 - 32-shot learning
/
Image Generation
/
FID
VoxCeleb2 - 32-shot learning
/
Talking Head Generation
/
FID
VoxCeleb2 - 8-shot learning
/
10-shot image generation
/
FID
VoxCeleb2 - 8-shot learning
/
3D
/
FID
VoxCeleb2 - 8-shot learning
/
3D Face Modelling
/
FID
VoxCeleb2 - 8-shot learning
/
3D Face Reconstruction
/
FID
VoxCeleb2 - 8-shot learning
/
Face Generation
/
FID
VoxCeleb2 - 8-shot learning
/
Face Reconstruction
/
FID
VoxCeleb2 - 8-shot learning
/
Facial Recognition and Modelling
/
FID
VoxCeleb2 - 8-shot learning
/
Image Generation
/
FID
VoxCeleb2 - 8-shot learning
/
Talking Head Generation
/
FID
Voxceleb-3D
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3D
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ARE-CR
Voxceleb-3D
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3D
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ARE-ER
Voxceleb-3D
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3D
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ARE-FR
Voxceleb-3D
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3D
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ARE-MR
Voxceleb-3D
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3D
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Mean ARE
Voxceleb-3D
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3D Face Modelling
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ARE-CR
Voxceleb-3D
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3D Face Modelling
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ARE-ER
Voxceleb-3D
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3D Face Modelling
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ARE-FR
Voxceleb-3D
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3D Face Modelling
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ARE-MR
Voxceleb-3D
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3D Face Modelling
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Mean ARE