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--- |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- audio-to-audio |
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--- |
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# S2S-Arena Dataset |
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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. |
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[Project Page](https://huggingface.co/spaces/FreedomIntelligence/S2S-Arena) |
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## Introduction |
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### GitHub Repository |
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For more information and access to the dataset, please visit the GitHub repository: |
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[S2S-Arena on GitHub](https://github.com/FreedomIntelligence/S2S-Arena) |
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### Related Publication |
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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) |
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## Data Description |
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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: |
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```json |
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{ |
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"id": "emotion_audio_0", |
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"input_path": "./emotion/audio_0.wav", |
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"text": "[emotion: happy]Kids are talking by the door", |
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"task": "Emotion recognition and expression", |
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"task_description": "Can the model recognize emotions and provide appropriate responses based on different emotions?", |
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"text_cn": "孩子们在门旁说话", |
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"language": "English", |
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"category": "Social Companionship", |
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"level": "L3" |
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} |
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``` |
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1. id: Unique identifier for each sample |
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2. input_path: Path to the audio file |
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3. text: English text with emotion annotation |
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4. task: Primary task associated with the data |
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5. task_description: Task description for model interpretability |
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6. text_cn: Chinese translation of the English text |
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7. language: Language of the input |
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8. category: Interaction context category |
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9. level: Difficulty or complexity level of the sample |
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"Some data also includes a `noise` attribute, indicating that noise has been added to the current sample and specifying the type of noise." |
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## BIb |
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``` |
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@misc{jiang2025s2sarenaevaluatingspeech2speechprotocols, |
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title={S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information}, |
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author={Feng Jiang and Zhiyu Lin and Fan Bu and Yuhao Du and Benyou Wang and Haizhou Li}, |
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year={2025}, |
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eprint={2503.05085}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL}, |
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url={https://arxiv.org/abs/2503.05085}, |
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} |
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``` |
