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Talking Head Generation

Talking head generation is the task of generating a talking face from a set of images of a person.

( Image credit: Few-Shot Adversarial Learning of Realistic Neural Talking Head Models )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 119 papers

Title	Date	Tasks	Status	Hype
SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation	Nov 22, 2022	Image AnimationTalking Head Generation	CodeCode Available	6
Autoregressive GAN for Semantic Unconditional Head Motion Generation	Nov 2, 2022	Motion GenerationTalking Head Generation	CodeCode Available	1
Compressing Video Calls using Synthetic Talking Heads	Oct 7, 2022	Face ReenactmentTalking Head Generation	—Unverified	0
AutoLV: Automatic Lecture Video Generator	Sep 19, 2022	Speech SynthesisTalking Head Generation	—Unverified	0
Synthesizing Photorealistic Virtual Humans Through Cross-modal Disentanglement	Sep 3, 2022	Data AugmentationDisentanglement	—Unverified	0
StyleTalker: One-shot Style-based Audio-driven Talking Head Video Generation	Aug 23, 2022	Talking Head GenerationVideo Generation	—Unverified	0
Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis	Jul 24, 2022	3D geometryNeRF	CodeCode Available	2
Perceptual Conversational Head Generation with Regularized Driver and Enhanced Renderer	Jun 26, 2022	Talking Head Generation	CodeCode Available	1
One-Shot Face Reenactment on Megapixels	May 26, 2022	Face GenerationFace Reenactment	—Unverified	0
Talking Head Generation Driven by Speech-Related Facial Action Units and Audio- Based on Multimodal Representation Fusion	Apr 27, 2022	Talking Head Generation	—Unverified	0

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All datasets VoxCeleb2 - 1-shot learning VoxCeleb1 - 1-shot learning VoxCeleb1 - 32-shot learning VoxCeleb1 - 8-shot learning VoxCeleb2 - 8-shot learning 100 sleep nights of 8 caregivers VoxCeleb2 - 32-shot learning

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Few-shot Adversarial Model	FID	48.5	—	Unverified
2	CainGAN	FID	35	—	Unverified
3	Fast Bi-layer Avatars (medium size)	CSIM	0.65	—	Unverified
4	First Order Motion Model (medium size)	CSIM	0.64	—	Unverified
5	Few-shot Vid-to-vid (medium size)	CSIM	0.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	X2Face	FID	45.8	—	Unverified
2	Few-shot Adversarial Model	FID	43	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	X2Face	FID	56.5	—	Unverified
2	Few-shot Adversarial Model	FID	29.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	X2Face	FID	51.5	—	Unverified
2	Few-shot Adversarial Model	FID	38	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Few-shot Adversarial Model	FID	42.2	—	Unverified
2	CainGAN	FID	24.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Ashok	10%	12	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Few-shot Adversarial Model	FID	30.6	—	Unverified