  We present the TherapyView, a demonstration system to help therapists
visualize the dynamic contents of past treatment sessions, enabled by the
state-of-the-art neural topic modeling techniques to analyze the topical
tendencies of various psychiatric conditions and deep learning-based image
generation engine to provide a visual summary. The system incorporates temporal
modeling to provide a time-series representation of topic similarities at a
turn-level resolution and AI-generated artworks given the dialogue segments to
provide a concise representations of the contents covered in the session,
offering interpretable insights for therapists to optimize their strategies and
enhance the effectiveness of psychotherapy. This system provides a proof of
concept of AI-augmented therapy tools with e in-depth understanding of the
patient's mental state and enabling more effective treatment.
