Multimodal Conversational AI: From Perceptual Fusion to Collaborative Intelligence

Abstract

These multimodal conversational systems are defined as systems that allow for natural languageprocessing alongside visual, audio, and structured data on a shared computing architecture. Mostmultimodal conversational systems use transformer architectures that incorporate modality-specificencoders and shared representational layers