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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # DualTalk Dataset
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+
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+ [![Hugging Face Datasets](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Datasets-yellow)](https://huggingface.co/datasets/ZiqiaoPeng/DualTalk_Dataset)
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+ [![Paper](https://img.shields.io/badge/Paper-CVPR%202025-blue)](https://arxiv.org/abs/2505.18096)
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+ [![Project Page](https://img.shields.io/badge/Project%20Page-Website-green)](https://ziqiaopeng.github.io/dualtalk/)
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+ [![License](https://img.shields.io/badge/License-Apache%202.0-green.svg)](https://opensource.org/licenses/Apache-2.0)
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+
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+ ## πŸ“– Overview
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+
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+ The DualTalk dataset is the first large-scale dataset specifically designed for dual-speaker 3D talking head conversation generation. This dataset supports speaker and listener role transitions, multi-round conversations, and natural interactions, providing essential benchmark data for the 3D talking head generation field.
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+
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+ ## 🎯 Dataset Features
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+
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+ - **Dual-Speaker Interaction**: Contains synchronized audio and facial expression data from two speakers
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+ - **Role Transition**: Supports dynamic transitions between speaker and listener roles
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+ - **Multi-Round Conversations**: Provides continuous multi-round conversation data
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+ - **High-Quality Annotations**: Includes precise FLAME parameters and audio features
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+ - **Diverse Scenarios**: Covers various conversation scenarios and emotional expressions
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+
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+ ## πŸ“ Dataset Structure
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+
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+ ```
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+ DualTalk_Dataset/
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+ β”œβ”€β”€ train/
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+ β”‚ β”œβ”€β”€ xxx_speaker1.wav # Speaker 1 audio files
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+ β”‚ β”œβ”€β”€ xxx_speaker1.npz # Speaker 1 FLAME parameters
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+ β”‚ β”œβ”€β”€ xxx_speaker2.wav # Speaker 2 audio files
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+ β”‚ β”œβ”€β”€ xxx_speaker2.npz # Speaker 2 FLAME parameters
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+ β”‚ └── ...
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+ β”œβ”€β”€ test/
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+ β”‚ β”œβ”€β”€ xxx_speaker1.wav
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+ β”‚ β”œβ”€β”€ xxx_speaker1.npz
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+ β”‚ β”œβ”€β”€ xxx_speaker2.wav
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+ β”‚ β”œβ”€β”€ xxx_speaker2.npz
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+ β”‚ └── ...
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+ └── ood/ # Out-of-distribution test data
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+ β”œβ”€β”€ xxx_speaker1.wav
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+ β”œβ”€β”€ xxx_speaker1.npz
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+ β”œβ”€β”€ xxx_speaker2.wav
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+ β”œβ”€β”€ xxx_speaker2.npz
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+ └── ...
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+ ```
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+
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+
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+ ## πŸ“„ Citation
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+
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+ If you use the DualTalk dataset, please cite our paper:
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+
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+ ```bibtex
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+ @inproceedings{peng2025dualtalk,
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+ title={Dualtalk: Dual-speaker interaction for 3d talking head conversations},
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+ author={Peng, Ziqiao and Fan, Yanbo and Wu, Haoyu and Wang, Xuan and Liu, Hongyan and He, Jun and Fan, Zhaoxin},
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+ booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
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+ pages={21055--21064},
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+ year={2025}
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+ }
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+ ```
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+
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+ ## πŸ“„ License
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+
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+ This dataset is derived from the [RealTalk dataset](https://huggingface.co/datasets/scottgeng00/realtalk) and is licensed under **Apache 2.0**.
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+ **Apache 2.0 License**: This license allows you to use, modify, and distribute the dataset for both commercial and non-commercial purposes, with proper attribution and license inclusion.
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+
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+ For the complete license text, please see: [Apache 2.0 License](https://opensource.org/licenses/Apache-2.0)
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