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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 51–75 of 119 papers

TitleStatusHype
Perceptually Accurate 3D Talking Head Generation: New Definitions, Speech-Mesh Representation, and Evaluation Metrics—0
Dual Audio-Centric Modality Coupling for Talking Head Generation—0
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation—0
Dimitra: Audio-driven Diffusion model for Expressive Talking Head Generation—0
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control—0
UniAvatar: Taming Lifelike Audio-Driven Talking Head Generation with Comprehensive Motion and Lighting Control—0
VQTalker: Towards Multilingual Talking Avatars through Facial Motion Tokenization—0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation—0
ConsistentAvatar: Learning to Diffuse Fully Consistent Talking Head Avatar with Temporal Guidance—0
EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion—0
LES-Talker: Fine-Grained Emotion Editing for Talking Head Generation in Linear Emotion Space—0
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
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via DiffusionCode0
DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gestures—0
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
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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