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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 111–119 of 119 papers

Title	Date	Tasks	Status	Hype	Score
One-Shot Face Reenactment on Megapixels	May 26, 2022	Face GenerationFace Reenactment	—Unverified	0	0
One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field	Apr 11, 2023	NeRFNeural Rendering	—Unverified	0	0
OPT: One-shot Pose-Controllable Talking Head Generation	Feb 16, 2023	DisentanglementTalking Head Generation	—Unverified	0	0
OSM-Net: One-to-Many One-shot Talking Head Generation with Spontaneous Head Motions	Sep 28, 2023	Talking Head GenerationVideo Generation	—Unverified	0	0
Perceptually Accurate 3D Talking Head Generation: New Definitions, Speech-Mesh Representation, and Evaluation Metrics	Mar 26, 2025	Talking Head Generation	—Unverified	0	0
PMMTalk: Speech-Driven 3D Facial Animation from Complementary Pseudo Multi-modal Features	Dec 5, 2023	cross-modal alignmentDecoder	—Unverified	0	0
PoseTalk: Text-and-Audio-based Pose Control and Motion Refinement for One-Shot Talking Head Generation	Sep 4, 2024	Pose PredictionRhythm	—Unverified	0	0
RADIO: Reference-Agnostic Dubbing Video Synthesis	Sep 5, 2023	DecoderTalking Head Generation	—Unverified	0	0
Responsive Listening Head Generation: A Benchmark Dataset and Baseline	Dec 27, 2021	Talking Head GenerationTranslation	—Unverified	0	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