Mini-Omni-Reasoner interleaves reasoning and speech
Published on September 22, 2025, the post describes an architecture alternating silent reasoning and spoken tokens, a new dataset, and reported gains in arithmetic reasoning and contextual understanding.
Published on September 22, 2025, the post describes Mini-Omni-Reasoner, which uses a hierarchical Thinker–Talker architecture to interleave silent reasoning with spoken tokens. It also introduces the Spoken-Math-Problems-3M dataset and reports gains in arithmetic reasoning and contextual understanding.
The approach may interest people designing speech models that reason while speaking. To assess the findings, consult the original post and verify its method, dataset, and evaluation descriptions there; the available summary does not specify metrics or experimental conditions.