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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
AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis	Dec 18, 2023	Face GenerationNeRF	—Unverified	0
PMMTalk: Speech-Driven 3D Facial Animation from Complementary Pseudo Multi-modal Features	Dec 5, 2023	cross-modal alignmentDecoder	—Unverified	0
VividTalk: One-Shot Audio-Driven Talking Head Generation Based on 3D Hybrid Prior	Dec 4, 2023	Talking Head Generation	—Unverified	0
LaughTalk: Expressive 3D Talking Head Generation with Laughter	Nov 2, 2023	Talking Head Generation	—Unverified	0
OSM-Net: One-to-Many One-shot Talking Head Generation with Spontaneous Head Motions	Sep 28, 2023	Talking Head GenerationVideo Generation	—Unverified	0
RADIO: Reference-Agnostic Dubbing Video Synthesis	Sep 5, 2023	DecoderTalking Head Generation	—Unverified	0
From Pixels to Portraits: A Comprehensive Survey of Talking Head Generation Techniques and Applications	Aug 30, 2023	NeRFSurvey	—Unverified	0
Text-to-Video: a Two-stage Framework for Zero-shot Identity-agnostic Talking-head Generation	Aug 12, 2023	Talking Head Generationtext-to-speech	CodeCode Available	0
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

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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