| --- |
| license: cc-by-nc-sa-4.0 |
| task_categories: |
| - audio-to-audio |
| --- |
| |
| # S2S-Arena Dataset |
|
|
| This repository hosts the **S2S-Arena** dataset. It covers four practical domains with 21 tasks, includes 154 instructions of varying difficulty levels, and features a mix of samples from TTS synthesis, human recordings, and existing audio datasets. |
|
|
| [Project Page](https://huggingface.co/spaces/FreedomIntelligence/S2S-Arena) |
|
|
| ## Introduction |
| ### GitHub Repository |
|
|
| For more information and access to the dataset, please visit the GitHub repository: |
| [S2S-Arena on GitHub](https://github.com/FreedomIntelligence/S2S-Arena) |
|
|
| ### Related Publication |
|
|
| For detailed insights into the dataset’s construction, methodology, and applications, please refer to the accompanying academic publication: [S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information](https://huggingface.co/papers/2503.05085) |
|
|
| ## Data Description |
|
|
| The dataset includes labeled audio files, textual emotion annotations, language translations, and task-specific metadata, supporting fine-grained analysis and application in machine learning. Each entry follows this format: |
|
|
| ```json |
| { |
| "id": "emotion_audio_0", |
| "input_path": "./emotion/audio_0.wav", |
| "text": "[emotion: happy]Kids are talking by the door", |
| "task": "Emotion recognition and expression", |
| "task_description": "Can the model recognize emotions and provide appropriate responses based on different emotions?", |
| "text_cn": "孩子们在门旁说话", |
| "language": "English", |
| "category": "Social Companionship", |
| "level": "L3" |
| } |
| ``` |
| 1. id: Unique identifier for each sample |
| 2. input_path: Path to the audio file |
| 3. text: English text with emotion annotation |
| 4. task: Primary task associated with the data |
| 5. task_description: Task description for model interpretability |
| 6. text_cn: Chinese translation of the English text |
| 7. language: Language of the input |
| 8. category: Interaction context category |
| 9. level: Difficulty or complexity level of the sample |
| |
| "Some data also includes a `noise` attribute, indicating that noise has been added to the current sample and specifying the type of noise." |
| |
| ## BIb |
| |
| ``` |
| @misc{jiang2025s2sarenaevaluatingspeech2speechprotocols, |
| title={S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information}, |
| author={Feng Jiang and Zhiyu Lin and Fan Bu and Yuhao Du and Benyou Wang and Haizhou Li}, |
| year={2025}, |
| eprint={2503.05085}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CL}, |
| url={https://arxiv.org/abs/2503.05085}, |
| } |
| |
| ``` |
