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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 61–70 of 119 papers

Title	Date	Tasks	Status	Hype
Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head video Generation	Jul 19, 2023	Talking Head GenerationVideo Generation	CodeCode Available	2
Hierarchical Semantic Perceptual Listener Head Video Generation: A High-performance Pipeline	Jul 19, 2023	DecoderTalking Head Generation	—Unverified	0
Interactive Conversational Head Generation	Jul 5, 2023	SentenceTalking Head Generation	—Unverified	0
A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation	Jul 4, 2023	Talking Head Generation	CodeCode Available	0
Emotional Talking Head Generation based on Memory-Sharing and Attention-Augmented Networks	Jun 6, 2023	Talking Head Generation	—Unverified	0
Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation	Jun 2, 2023	3D Face AnimationTalking Head Generation	CodeCode Available	1
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars	May 22, 2023	2kImage Matting	CodeCode Available	2
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation	May 10, 2023	3D geometryGenerative Adversarial Network	CodeCode Available	2
High-Fidelity and Freely Controllable Talking Head Video Generation	Apr 20, 2023	Face ModelTalking Head Generation	—Unverified	0
One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field	Apr 11, 2023	NeRFNeural Rendering	—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