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cs.CL2026
Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision
Shreyas Gopal, Donghang Wu, Ashutosh Anshul +5
Speech Large Language Models (LLMs) that understand and follow instructions in many languages are useful for real-world interaction, but are difficult to train with supervised fine…
cs.CL2025
Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR
Shreyas Gopal, Ashutosh Anshul, Haoyang Li +3
Discrete audio representations are gaining traction in speech modeling due to their interpretability and compatibility with large language models, but are not always optimized for…