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Advancing misophonia understanding through innovative computational research, AI-driven analysis, and community-centered approaches
We bridge the gap between lived experience and academic research by developing innovative computational tools that honor the voices of the misophonia community. Our work transforms rich qualitative data from podcasts, interviews, and community discussions into rigorous, bias-controlled insights that advance scientific understanding while maintaining the authenticity of personal experiences.
Active research initiatives pushing the boundaries of misophonia understanding
A sophisticated computational framework for systematically mining clinical insights from long-form lived experience content. Combines advanced natural language processing with rigorous bias control mechanisms and publication-quality statistical analysis to transform conversational data into credible research findings.
Foundation work that paved the way for our current research initiatives
An innovative platform designed to revolutionize research idea generation and development. Combined cutting-edge AI with lived experience and community insights to propose groundbreaking research ideas across multiple stages from data aggregation to presentation.
Early RAG-powered Chat Application
An early exploration into conversational AI for misophonia research. This chat application pioneered the use of Retrieval-Augmented Generation concepts to pull contextual answers directly from podcast transcript databases, laying the groundwork for more sophisticated analysis tools.
Research should amplify community voices, not replace them. We develop tools that honor lived experiences while maintaining scientific rigor.
Every analysis includes robust bias controls, appropriate statistical methods, and transparent reporting to ensure credible, publication-quality results.
Open-source tools, transparent methodologies, and reproducible workflows ensure our research can be validated and built upon by others.
Interested in our research or want to explore collaboration opportunities?