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cs.CL2026
Preference-Aware Pareto Steering for Multi-Task Speech LLMs
Liuyuan Jiang, Vishal Sunder, Samuel Thomas +4
Speech large language models (LLMs) perform multiple tasks, including automatic speech recognition (ASR), timestamp prediction (TS), and speech translation (ST). Joint training of…
cs.CL2026
Design of the IBM Granite 5.0 TurboCTC ASR Model
Brian Kingsbury, George Saon, Masayuki Suzuki +5
We describe the architecture, training methodology and inference speedups of Granite 5.0 Turbo CTC, a 470 million parameter encoder-only model with an excellent speed-accuracy trad…