Psychological counseling is a highly personalized and dynamic process that
requires therapists to continuously monitor emotional changes, document session
insights, and maintain therapeutic continuity. Dans ce document, we introduce
PsyCounAssist, a comprehensive AI-powered counseling assistant system
specifically designed to augment psychological counseling practices.
PsyCounAssist integrates multimodal emotion recognition combining speech and
photoplethysmography (PPG) signals for accurate real-time affective analysis,
automated structured session reporting using large language models (LLM), et
personalized AI-generated follow-up support. Deployed on Android-based tablet
devices, the system demonstrates practical applicability and flexibility in
real-world counseling scenarios. Experimental evaluation confirms the
reliability of PPG-based emotional classification and highlights the system’s
potential for non-intrusive, privacy-aware emotional support. PsyCounAssist
represents a novel approach to ethically and effectively integrating AI into
psychological counseling workflows.

Cet article explore les excursions dans le temps et leurs implications.

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