Multimodal Models

Models that process and generate multiple modalities: text, images, audio, video.

Overview

Integration of different data types into unified models.

Key Areas

Vision-Language Models

• Image understanding and generation
• Visual question answering

Audio-Text Models

• Speech recognition and synthesis
• Audio description

Cross-Modal Reasoning

• Understanding relationships between modalities
• Unified embedding spaces