AzeroS: Extending LLM to Speech with Self-Generated Instruction-Free Tuning

arXiv:2601.06086 · cs.CL, cs.SD, eess.AS · Submitted 2025-12-31 · Read on arXiv

cs.CL, cs.SD, eess.AS

Submitted: 2025-12-31

Updated: 2026-10-26

Terminology

• Generalization — 2× in this paper · explained in 14 episodes
• Self-Generated Instruction-Free Tuning — 2× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 9 episodes

Related papers

• Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
• Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
• Subliminal Steering: Stronger Encoding of Hidden Signals
• MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
• The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
• Untangling the Mechanisms of Misleading Context in Medical Question Answering