Weekly Large Model Application
May 5, 2026 · Artificial Intelligence
What Do End‑to‑End Speech Large Models Actually Learn? A Four‑Step Diagram
The article distinguishes two meanings of “end‑to‑end,” then outlines four sequential stages—defining data and scenario, massive pre‑training on audio‑text pairs, task alignment via instruction or supervised fine‑tuning, and optional preference tuning—to guide engineers in building usable speech assistants.
Speech AIaudio dataend-to-end models
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