DAIC-WoZ
PulseAugur coverage of DAIC-WoZ — every cluster mentioning DAIC-WoZ across labs, papers, and developer communities, ranked by signal.
3 天有情绪数据
-
Speech analysis framework aids mental health clinical decisions
Researchers have developed a framework for analyzing speech features to aid in clinical decision-making for mental health care. This system uses perceptually grounded acoustic and linguistic characteristics, such as pro…
-
新的EmoTrack框架改进了咨询记录抑郁症追踪
研究人员开发了EmoTrack，一个旨在更准确地从咨询记录追踪抑郁症严重程度的新框架。该系统结合了大型语言模型提取的信号和来自单个对话轮次的语义嵌入。EmoTrack还包含了一个新颖的数据集LongCounsel，其中包含纵向数据和针对重复会话的监督，即使在会话中症状披露不完整也能实现更好的性能。
-
AI tools enhance campus well-being via chatbots and mental health detection
Researchers have developed AI tools to improve campus well-being by enhancing feedback collection and mental health detection. TigerGPT, a chatbot, uses LLMs for personalized surveys, achieving high usability and satisf…
-
New PsyGAT model achieves SOTA in depression detection, outperforming GPT-5
Researchers have developed PsyGAT, a novel graph-based framework for detecting depression from conversational data. This model addresses data scarcity and interpretability issues common in existing deep learning approac…