Author

Yanmin Qian

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#machine learning Preprint Oct 2026

LLM-HB: Language-Aware LLM-Guided Hotword Biasing for Code-Switching ASR

LLM-HB is proposed, a language-aware large language model-guided hotword biasing framework for code-switching ASR (CS-ASR), which incorporates a mixture-of-experts (MoE) adaptor and an auxiliary language prediction head to better capture and differentiate multilingual representations.

Yuxuan He, Gen-Shun Wan, Peng-Cheng Li et al. · 0 citations

Preprint Aug 2026

Luna-TTS Family Technical Report

Luna-TTS Family, diffusion-language-model-based TTS systems pretrained on 1 million hours of speech across Chinese, English, Japanese, and Korean are proposed, which achieves the best results on most objective, model-based, and human-rated metrics for NVV and emotion control.

Feng Yin, Shuai Shi, Junjie Zheng et al. · 1 citation