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
Fields of Study & Subjects
Multimodal Machine Learning Applications
Speech and dialogue systems
Multisensory perception and integration
Publication details
- Journal / source
- Journal of Computational Analysis and Applications
- Volume
- 35
- Issue
- 1
- Publication date
- 1 January 2026
- Language
- EN