LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech

Bingshen Mu, Xian Shi, Xiong Wang, Hexin Liu, Jin Xu 0010, Lei Xie 0001. LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 25627-25638, Association for Computational Linguistics, 2026. [doi]

Authors

Bingshen Mu

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Xian Shi

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Xiong Wang

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Hexin Liu

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Jin Xu 0010

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Lei Xie 0001

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