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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

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Showing 26–50 of 119 papers

TitleStatusHype
What comprises a good talking-head video generation?: A Survey and BenchmarkCode1
Face Animation with an Attribute-Guided Diffusion ModelCode1
Fast Bi-layer Neural Synthesis of One-Shot Realistic Head AvatarsCode1
DiffDub: Person-generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-encoderCode1
Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via TextCode1
Write-a-speaker: Text-based Emotional and Rhythmic Talking-head GenerationCode1
Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head GenerationCode1
EmoVOCA: Speech-Driven Emotional 3D Talking HeadsCode1
Perceptual Conversational Head Generation with Regularized Driver and Enhanced RendererCode1
Comparative Analysis of Audio Feature Extraction for Real-Time Talking Portrait SynthesisCode1
Talking-head Generation with Rhythmic Head MotionCode1
Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads GenerationCode1
Autoregressive GAN for Semantic Unconditional Head Motion GenerationCode1
AI-generated characters for supporting personalized learning and well-beingCode1
DisCoHead: Audio-and-Video-Driven Talking Head Generation by Disentangled Control of Head Pose and Facial ExpressionsCode1
GoHD: Gaze-oriented and Highly Disentangled Portrait Animation with Rhythmic Poses and Realistic ExpressionCode1
A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head VideosCode1
Joint Co-Speech Gesture and Expressive Talking Face Generation using Diffusion with AdaptersCode1
MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face GenerationCode1
Text-based Editing of Talking-head VideoCode1
DialogueNeRF: Towards Realistic Avatar Face-to-Face Conversation Video Generation—0
DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering—0
EmoGene: Audio-Driven Emotional 3D Talking-Head Generation—0
Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis—0
FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model—0
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All datasetsVoxCeleb2 - 1-shot learningVoxCeleb1 - 1-shot learningVoxCeleb1 - 32-shot learningVoxCeleb1 - 8-shot learningVoxCeleb2 - 8-shot learning100 sleep nights of 8 caregiversVoxCeleb2 - 32-shot learning

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Few-shot Adversarial ModelFID48.5—Unverified
2CainGANFID35—Unverified
3Fast Bi-layer Avatars (medium size)CSIM0.65—Unverified
4First Order Motion Model (medium size)CSIM0.64—Unverified
5Few-shot Vid-to-vid (medium size)CSIM0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1X2FaceFID45.8—Unverified
2Few-shot Adversarial ModelFID43—Unverified
#ModelMetricClaimedVerifiedStatus
1X2FaceFID56.5—Unverified
2Few-shot Adversarial ModelFID29.5—Unverified
#ModelMetricClaimedVerifiedStatus
1X2FaceFID51.5—Unverified
2Few-shot Adversarial ModelFID38—Unverified
#ModelMetricClaimedVerifiedStatus
1Few-shot Adversarial ModelFID42.2—Unverified
2CainGANFID24.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Ashok10%12—Unverified
#ModelMetricClaimedVerifiedStatus
1Few-shot Adversarial ModelFID30.6—Unverified