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license: apache-2.0
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license: apache-2.0
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---
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# BLSP-Emo: Towards Empathetic Large Language-Speech Models via Self-Alignment
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Chen Wang, Minpeng Liao, Zhongqiang Huang,Junhong Wu, Chenqing Zong, Jiajun Zhang
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**Institute of Automation, Chinese Academy of Sciences**
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**Alibaba Group**
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<a href='https://www.modelscope.cn/studios/Decaderan/Blsp-Qwen-7B-Demo/summary'><img src='https://img.shields.io/badge/ModelScope-Demo-blueviolet'></a>
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<a href=''><img src='https://img.shields.io/badge/ModelScope-Checkpoint-blueviolet'></a>
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<a href=''><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Checkpoint-blue'></a> <a href='https://cwang621.github.io/blsp-emo.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://arxiv.org/abs/2406.03872'><img src='https://img.shields.io/badge/Paper-Arxiv-red'> </a>
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## Introduction
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* BLSP-Emo is designed to enable an end-to-end speech-language model to understand emotions in speech and generate empathetic responses, using only existing ASR and SER data.
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* BLSP-Emo is built based on Whisper-large-v2 and Qwen-7B-Chat.
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## Example
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More examples can be found in the [project page](https://cwang621.github.io/blsp-emo.github.io). You can also try our model online at [modelscope](https://www.modelscope.cn/studios/Decaderan/Blsp-Qwen-7B-Demo/summary).
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## License
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* The license of our project is [Apache License 2.0]()
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* Our models are based on Qwen and Whisper. If you want to use our models, please do not violate the [MIT License](https://github.com/openai/whisper/blob/main/LICENSE) of whisper and the [License](https://github.com/QwenLM/Qwen/blob/main/LICENSE) of Qwen
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## Citation
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If you find our project useful, hope you can star our repo and cite our paper as follows:
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```
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@misc{wang2024blspemo,
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title={BLSP-Emo: Towards Empathetic Large Speech-Language Models},
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author={Chen Wang and Minpeng Liao and Zhongqiang Huang and Junhong Wu and Chengqing Zong and Jiajun Zhang},
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year={2024},
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eprint={2406.03872},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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```
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