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cs.SD2026
LLM-HB: Language-Aware LLM-Guided Hotword Biasing for Code-Switching ASR
Yuxuan He, Genshun Wan, Pengcheng Li +3
Code-switching (CS) speech, characterized by language alternation within a single utterance, is prevalent in multilingual communities and poses challenges to automatic speech recog…
cs.SD2026
SLM-SS: Speech Language Model for Generative Speech Separation
Tianhua Li, Chenda Li, Wei Wang +4
Speech separation (SS) has advanced significantly with neural network-based methods, showing improved performance on signal-level metrics. However, these methods often struggle to…