TFO Framework Enables Speech-Centric Understanding in Frozen VLMs

The Training-Free Omni (TFO) framework converts existing frozen Vision-Language Models into speech-centric omni models without architectural changes or expensive audio-video-text training. It preserves the original backbone's reasoning and visual capabilities while adding plug-and-play audio-visual understanding.