Author

Gen-Shun Wan

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Preprint Oct 2026

Spark-Audio 1.0 Technical Report

This paper introduces Spark-Audio 1.0, a speech foundation model trained on domestically produced computing infrastructure. The model accepts text and speech inputs and generates text outputs. It supports multilingual (99 languages) and multi-dialect (202 dialects) speech recognition, speech translation, audio percepti...

Chen-Yue Zhang, Cong Liu, Ding-Shu Tian et al. · 0 citations

Preprint Oct 2026

Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling

Lipreading remains challenging due to the inherent ambiguity of visual speech cues and their sensitivity to head pose and video resolution. In this work, we propose FLARE, a framework for robust visual speech representation learning via cross-modal distillation and joint face-lip modeling. FLARE leverages semantically...

Jing-Xuan Zhang, Gen-Shun Wan, Jian-Qing Gao et al. · 0 citations

#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