Alexandre Défossez

Voice of Reason: Reinforcement Learning for Spoken Math

This work first adapts the model to the domain using supervised fine-tuning on synthesized spoken question-answering data and shows that RL improves the accuracy on GSM8K beyond levels previously achieved for speech models only with supplementary reasoning traces, and establishes a new state-of-the-art for mathematical...