Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko. Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023. pages 1-8, IEEE, 2023. [doi]

@inproceedings{YuYKSGRLGCLDGFGSRB23,
  title = {Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition},
  author = {Yu Yu and Chao-Han Huck Yang and Jari Kolehmainen and Prashanth Gurunath Shivakumar and Yile Gu and Sungho Ryu and Roger Ren and Qi Luo and Aditya Gourav and I-Fan Chen and Yi-Chieh Liu and Tuan Dinh and Ankur Gandhe and Denis Filimonov and Shalini Ghosh and Andreas Stolcke and Ariya Rastrow and Ivan Bulyko},
  year = {2023},
  doi = {10.1109/ASRU57964.2023.10389632},
  url = {https://doi.org/10.1109/ASRU57964.2023.10389632},
  researchr = {https://researchr.org/publication/YuYKSGRLGCLDGFGSRB23},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0689-7},
}