Tag: cross-modal alignment

Multimodal Transformer Foundations: How Text, Image, Audio, and Video Embeddings Are Aligned 30 November 2025

Multimodal Transformer Foundations: How Text, Image, Audio, and Video Embeddings Are Aligned

Multimodal transformers align text, image, audio, and video into a shared embedding space, enabling systems to understand the world like humans do. Learn how they work, where they're used, and why audio remains the hardest modality to master.

Susannah Greenwood 7 Comments