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cs.CL2026
LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Using in-the-wild Data
Wen Ding, Fan Qian
Although state-of-the-art Speech Foundational Models can produce high-quality text pseudo-labels, applying Semi-Supervised Learning (SSL) for in-the-wild real-world data remains ch…
cs.CL2024
Romanization Encoding For Multilingual ASR
Wen Ding, Fei Jia, Hainan Xu +3
We introduce romanization encoding for script-heavy languages to optimize multilingual and code-switching Automatic Speech Recognition (ASR) systems. By adopting romanization encod…