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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
EmoGene: Audio-Driven Emotional 3D Talking-Head Generation—0
LaDTalk: Latent Denoising for Synthesizing Talking Head Videos with High Frequency Details—0
Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation—0
DreamHead: Learning Spatial-Temporal Correspondence via Hierarchical Diffusion for Audio-driven Talking Head Synthesis—0
DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gestures—0
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via DiffusionCode0
SVP: Style-Enhanced Vivid Portrait Talking Head Diffusion Model—0
PoseTalk: Text-and-Audio-based Pose Control and Motion Refinement for One-Shot Talking Head Generation—0
FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model—0
Landmark-guided Diffusion Model for High-fidelity and Temporally Coherent Talking Head Generation—0
GLDiTalker: Speech-Driven 3D Facial Animation with Graph Latent Diffusion Transformer—0
MultiTalk: Enhancing 3D Talking Head Generation Across Languages with Multilingual Video Dataset—0
NLDF: Neural Light Dynamic Fields for Efficient 3D Talking Head Generation—0
SPEAK: Speech-Driven Pose and Emotion-Adjustable Talking Head Generation—0
NeRFFaceSpeech: One-shot Audio-driven 3D Talking Head Synthesis via Generative Prior—0
Embedded Representation Learning Network for Animating Styled Video Portrait—0
EDTalk: Efficient Disentanglement for Emotional Talking Head Synthesis—0
MoDiTalker: Motion-Disentangled Diffusion Model for High-Fidelity Talking Head GenerationCode2
Adaptive Super Resolution For One-Shot Talking-Head GenerationCode2
EmoVOCA: Speech-Driven Emotional 3D Talking HeadsCode1
Style2Talker: High-Resolution Talking Head Generation with Emotion Style and Art Style—0
A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head VideosCode1
VectorTalker: SVG Talking Face Generation with Progressive Vectorisation—0
AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis—0
DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic ModelsCode3
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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