Research Article

Beyond Words: An Intelligent Human-Machine Dialogue System with Multimodal Generation and Emotional Comprehension

Figure 3

Design of the dialogue engine, an end-to-end multimodal input fusion generation structure based on the transformer, comprising an encoder, a fusion layer, and a decoder (original figure created by us).