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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
Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis	Sep 5, 2021	Data AugmentationSurvey	—Unverified	0
AnyoneNet: Synchronized Speech and Talking Head Generation for Arbitrary Person	Aug 9, 2021	Talking Head Generationtext-to-speech	—Unverified	0
3D-TalkEmo: Learning to Synthesize 3D Emotional Talking Head	Apr 25, 2021	3D Face ReconstructionFace Reconstruction	—Unverified	0
Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams	Jun 20, 2020	Talking Head Generation	—Unverified	0
Neural Voice Puppetry: Audio-driven Facial Reenactment	Dec 11, 2019	Face ModelNeural Rendering	CodeCode Available	0
Animating Face using Disentangled Audio Representations	Oct 2, 2019	Representation LearningTalking Head Generation	—Unverified	0
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models	May 20, 2019	Meta-LearningOne-Shot Learning	CodeCode Available	0
X2Face: A network for controlling face generation using images, audio, and pose codes	Sep 1, 2018	Face GenerationTalking Head Generation	—Unverified	0
ReenactGAN: Learning to Reenact Faces via Boundary Transfer	Jul 29, 2018	DecoderFace Reenactment	CodeCode Available	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