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]

Authors

Yu Yu

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Chao-Han Huck Yang

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Jari Kolehmainen

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Prashanth Gurunath Shivakumar

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Yile Gu

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Sungho Ryu

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Roger Ren

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Qi Luo

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Aditya Gourav

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I-Fan Chen

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Yi-Chieh Liu

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Tuan Dinh

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Ankur Gandhe

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Denis Filimonov

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Shalini Ghosh

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Andreas Stolcke

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Ariya Rastrow

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Ivan Bulyko

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