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Multimodal Models And Modalities - How does multimodal model work?
Answer
In a typical multimodal deep learning model, many unimodal neural networks handle the various input modalities independently. Two separate unimodal networks, one for visual input and one for audio, might make up an audiovisual model. Encoding describes this separate processing of each modality.