Duplicate from ASLP-lab/Easy-Turn-Trainset
Browse filesCo-authored-by: ASLP-lab <ASLP-lab@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +52 -0
- src/architecture.jpg +3 -0
- src/data_pipeline.jpg +3 -0
- src/examples.jpg +3 -0
- src/logo.png +3 -0
- src/statistics.png +3 -0
- trainset/backchannel_real.tar.gz +3 -0
- trainset/backchannel_syn.tar.gz +3 -0
- trainset/complete_real.tar.gz +3 -0
- trainset/complete_syn.tar.gz +3 -0
- trainset/incomplete_real.tar.gz +3 -0
- trainset/incomplete_syn.tar.gz +3 -0
- trainset/wait.tar.gz +3 -0
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README.md
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---
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language:
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- "en"
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- "zh"
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pretty_name: "Easy Turn"
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tags:
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- speech
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- asr
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license: "apache-2.0"
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task_categories:
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- automatic-speech-recognition
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- audio-classification
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---
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# Easy Turn: Integrating Acoustic and Linguistic Modalities for Robust Turn-Taking in Full-Duplex Spoken Dialogue Systems
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<p align="center">
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Guojian Li<sup>1</sup>, Chengyou Wang<sup>1</sup>, Hongfei Xue<sup>1</sup>,
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Shuiyuan Wang<sup>1</sup>, Dehui Gao<sup>1</sup>, Zihan Zhang<sup>2</sup>,
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Yuke Lin<sup>2</sup>, Wenjie Li<sup>2</sup>, Longshuai Xiao<sup>2</sup>,
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Zhonghua Fu<sup>1</sup><sup>,╀</sup>, Lei Xie<sup>1</sup><sup>,╀</sup>
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</p>
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<p align="center">
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<sup>1</sup> Audio, Speech and Language Processing Group (ASLP@NPU), Northwestern Polytechnical University <br>
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<sup>2</sup> Huawei Technologies, China <br>
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</p>
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<div align="center">
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| 🎤 [Demo Page](https://aslp-lab.github.io/Easy-Turn/) | 🤖 [Easy Turn Model](https://huggingface.co/ASLP-lab/Easy-Turn) | 📑 [Paper](https://arxiv.org) | 🌐 [Huggingface](https://huggingface.co/collections/ASLP-lab/easy-turn-68d3ed0b294df61214428ea7) |
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</div>
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<p align="center">
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<img src="src/logo.png" alt="Institution 5" style="width: 600px; border-radius: 30px;">
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</p>
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## Download
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The Easy Turn resources are available at [Model](https://huggingface.co/ASLP-lab/Easy-Turn), [Trainset](https://huggingface.co/datasets/ASLP-lab/Easy-Turn-Trainset), and [Testset](https://huggingface.co/datasets/ASLP-lab/Easy-Turn-Testset).
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## Easy Turn Trainset
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The Easy Turn Trainset is a large-scale audio dataset for turn-taking detection, comprising both real and synthetic data. It contains four subsets corresponding to different conversational turn-taking states: 580 hours of complete state, 532 hours of incomplete state, 10 hours of backchannel state, and 23 hours of wait state, totaling approximately 1,100 hours. Each recording is accompanied by a text transcription and labeled with one of the four turn-taking states.
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<div align="center"><img width="550px" src="src/data_pipeline.jpg" /></div>
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## Citation
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Please cite our paper if you find this work useful:
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src/architecture.jpg
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Git LFS Details
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src/data_pipeline.jpg
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Git LFS Details
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src/examples.jpg
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Git LFS Details
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src/logo.png
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src/statistics.png
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Git LFS Details
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trainset/backchannel_real.tar.gz
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trainset/backchannel_syn.tar.gz
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trainset/complete_real.tar.gz
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trainset/complete_syn.tar.gz
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trainset/incomplete_real.tar.gz
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trainset/incomplete_syn.tar.gz
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trainset/wait.tar.gz
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