ASR-LLM Group: Generative Error Correction

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AI & ML interests

LLM for Text based Speech Processing

Recent Activity

  • GenSEC: Text-based Generative Audio & Speech Recognition with Cascaded ASR-LLMs

    • Task 1: ASR N-best hypotheses correction
    • Task 2: Speaker Tagging from N-best hypotheses
    • Task 3: Emotion Recognition from N-best hypotheses
  • Open Source Model

  • IEEE SLT 2024, References Paper. See below resources for baseline models and datasets.

@inproceedings{yang2024large,
  title={Large language model based generative error correction: A challenge and baselines for speech recognition, speaker tagging, and emotion recognition},
  author={Yang, Chao-Han Huck and Park, Taejin and Gong, Yuan and Li, Yuanchao and Chen, Zhehuai and Lin, Yen-Ting and Chen, Chen and Hu, Yuchen and Dhawan, Kunal and {\.Z}elasko, Piotr and others},
  booktitle={2024 IEEE Spoken Language Technology Workshop (SLT)},
  pages={371--378},
  year={2024},
  organization={IEEE}
}