| EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling | Dec 31, 2023 | 3D Face AnimationDiversity | CodeCode Available | 3 | 5 |
| BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis | Mar 10, 2022 | Gesture GenerationGesture Recognition | CodeCode Available | 3 | 5 |
| Generating Holistic 3D Human Motion from Speech | Dec 8, 2022 | 3D Face AnimationGesture Generation | CodeCode Available | 2 | 5 |
| ZeroEGGS: Zero-shot Example-based Gesture Generation from Speech | Sep 15, 2022 | Gesture Generation | CodeCode Available | 2 | 5 |
| robosuite: A Modular Simulation Framework and Benchmark for Robot Learning | Sep 25, 2020 | Gesture GenerationMuJoCo | CodeCode Available | 2 | 5 |
| Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models | Nov 17, 2022 | Gesture GenerationMotion Synthesis | CodeCode Available | 2 | 5 |
| Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis | Dec 9, 2024 | Gesture GenerationRAG | CodeCode Available | 2 | 5 |
| MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models | Mar 14, 2024 | 3D Face AnimationDiversity | CodeCode Available | 2 | 5 |
| MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls | Jul 30, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 2 | 5 |
| The GENEA Challenge 2023: A large scale evaluation of gesture generation models in monadic and dyadic settings | Aug 24, 2023 | Gesture Generation | CodeCode Available | 2 | 5 |
| AMUSE: Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion | Jun 1, 2024 | Gesture GenerationRhythm | CodeCode Available | 2 | 5 |
| GestureDiffuCLIP: Gesture Diffusion Model with CLIP Latents | Mar 26, 2023 | Contrastive LearningGesture Generation | CodeCode Available | 2 | 5 |
| GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling | Jan 31, 2025 | DenoisingGesture Generation | CodeCode Available | 2 | 5 |
| Rhythmic Gesticulator: Rhythm-Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings | Oct 4, 2022 | Gesture GenerationRhythm | CodeCode Available | 2 | 5 |
| Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation | Mar 16, 2023 | DiversityGesture Generation | CodeCode Available | 2 | 5 |
| C2G2: Controllable Co-speech Gesture Generation with Latent Diffusion Model | Aug 29, 2023 | DecoderGesture Generation | CodeCode Available | 1 | 5 |
| Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation | Sep 29, 2021 | ClusteringDecoder | CodeCode Available | 1 | 5 |
| ConvoFusion: Multi-Modal Conversational Diffusion for Co-Speech Gesture Synthesis | Mar 26, 2024 | Gesture Generation | CodeCode Available | 1 | 5 |
| The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation | Aug 22, 2022 | Gesture Generation | CodeCode Available | 1 | 5 |
| A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents | Feb 24, 2021 | ChatbotGesture Generation | CodeCode Available | 1 | 5 |
| The ReprGesture entry to the GENEA Challenge 2022 | Aug 25, 2022 | DecoderGesture Generation | CodeCode Available | 1 | 5 |
| Gesticulator: A framework for semantically-aware speech-driven gesture generation | Jan 25, 2020 | Gesture Generation | CodeCode Available | 1 | 5 |
| Style-Controllable Speech-Driven Gesture Synthesis Using Normalising Flows | May 25, 2020 | Gesture GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| DeepNAG: Deep Non-Adversarial Gesture Generation | Nov 18, 2020 | Data AugmentationDynamic Time Warping | CodeCode Available | 1 | 5 |
| Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates | Aug 18, 2021 | Gesture Generation | CodeCode Available | 1 | 5 |
| Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach | Jul 24, 2020 | Gesture GenerationStyle Transfer | CodeCode Available | 1 | 5 |
| Probabilistic Human-like Gesture Synthesis from Speech using GRU-based WGAN | Jul 5, 2021 | Gesture Generation | CodeCode Available | 1 | 5 |
| UnifiedGesture: A Unified Gesture Synthesis Model for Multiple Skeletons | Sep 13, 2023 | DiversityGesture Generation | CodeCode Available | 1 | 5 |
| SEEG: Semantic Energized Co-Speech Gesture Generation | Jan 1, 2022 | Gesture Generation | CodeCode Available | 1 | 5 |
| Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity | Sep 4, 2020 | Gesture GenerationRhythm | CodeCode Available | 1 | 5 |
| Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion | Dec 7, 2023 | Gesture GenerationRhythm | CodeCode Available | 1 | 5 |
| AQ-GT: a Temporally Aligned and Quantized GRU-Transformer for Co-Speech Gesture Synthesis | May 2, 2023 | Generative Adversarial NetworkGesture Generation | CodeCode Available | 1 | 5 |
| LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation | Sep 17, 2023 | Gesture GenerationRhythm | CodeCode Available | 1 | 5 |
| Moving fast and slow: Analysis of representations and post-processing in speech-driven automatic gesture generation | Jul 16, 2020 | Gesture GenerationRepresentation Learning | CodeCode Available | 1 | 5 |
| Intentional Gesture: Deliver Your Intentions with Gestures for Speech | May 21, 2025 | Gesture Generation | CodeCode Available | 1 | 5 |
| Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation | Mar 24, 2022 | Contrastive LearningGesture Generation | CodeCode Available | 1 | 5 |
| Learning Individual Styles of Conversational Gesture | Jun 10, 2019 | Gesture GenerationSpeech-to-Gesture Translation | CodeCode Available | 1 | 5 |
| EmotionGesture: Audio-Driven Diverse Emotional Co-Speech 3D Gesture Generation | May 30, 2023 | Gesture GenerationRhythm | CodeCode Available | 1 | 5 |
| No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures | Oct 1, 2020 | Gesture Generation | CodeCode Available | 1 | 5 |
| QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation | May 18, 2023 | Gesture GenerationQuantization | CodeCode Available | 1 | 5 |
| Speech2AffectiveGestures: Synthesizing Co-Speech Gestures with Generative Adversarial Affective Expression Learning | Jul 31, 2021 | Generative Adversarial NetworkGesture Generation | CodeCode Available | 1 | 5 |
| VarGes: Improving Variation in Co-Speech 3D Gesture Generation via StyleCLIPS | Feb 15, 2025 | 3D Human Pose EstimationDiversity | CodeCode Available | 0 | 5 |
| DeepGesture: A conversational gesture synthesis system based on emotions and semantics | Jul 3, 2025 | Gesture GenerationMotion Synthesis | CodeCode Available | 0 | 5 |
| Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation | Oct 1, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 0 | 5 |
| SynthoGestures: A Novel Framework for Synthetic Dynamic Hand Gesture Generation for Driving Scenarios | Sep 8, 2023 | Gesture GenerationGesture Recognition | CodeCode Available | 0 | 5 |
| Ecsnet: Spatio-temporal feature learning for event camera | Aug 29, 2022 | Action RecognitionEvent-based vision | CodeCode Available | 0 | 5 |
| EasyGenNet: An Efficient Framework for Audio-Driven Gesture Video Generation Based on Diffusion Model | Apr 11, 2025 | Gesture GenerationVideo Generation | —Unverified | 0 | 0 |
| DiM-Gestor: Co-Speech Gesture Generation with Adaptive Layer Normalization Mamba-2 | Nov 23, 2024 | Gesture GenerationMamba | —Unverified | 0 | 0 |
| Diffusion-Based Co-Speech Gesture Generation Using Joint Text and Audio Representation | Sep 11, 2023 | Gesture GenerationMotion Synthesis | —Unverified | 0 | 0 |
| DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation | Jan 9, 2024 | Computational EfficiencyGesture Generation | —Unverified | 0 | 0 |
