🎵
Active · FlagshipOur flagship research line: using music and AI to support communication, regulation, and joy for autistic children — built with families and clinicians, not just for a science fair.
Music + technology, in practice
Music can soothe, focus, and open channels for communication and emotional expression. We pair that with AI to make those tools adaptive — responsive to a single child's needs in the moment — and we study, carefully and honestly, what actually helps. Music supports care; it never replaces it.
Music that responds in real time to a child’s engagement and stress signals — sensory-friendly by design, never overwhelming.
Playful, music-based activities that help children practice recognizing and expressing emotions.
An agent that works with a caregiver to tailor calming or focusing music routines to a specific child’s needs.
Exploring music as an augmentative and alternative communication (AAC) channel for non-speaking children.
Carefully measuring behavioral responses to musical stimuli to learn what genuinely helps — and sharing findings openly.
Parental consent first
No child participates without informed parental/guardian consent, and families can withdraw at any time.
Clinicians in the loop
We partner with licensed therapists and special educators — students never work with vulnerable participants alone.
Ethics review
Every study design is reviewed for safety, privacy, and dignity before any child is involved.
Honest claims
We present what the evidence shows — no overstated “cures” or hype. Music supports; it does not replace care.
Privacy by design
Data is minimized, de-identified, and never sold. Children’s wellbeing outranks any result.
Students, clinicians, and families: there's a place for you in this work.