Graduate researcher at the intersection of Speech and Language Processing and Human–AI Interaction, studying the quality of human conversation and how it breaks down.
I model dialogue from two directions at once: what is said, through language and LLM-based analysis, and how it is said, through prosody and timing. Each direction captures what the other misses, and reading them together surfaces what neither shows alone: depth and responsiveness in facilitated group dialogue, early traces of cognitive and affective decline in how a person talks, and the shifts in trust and memory that follow when a voice turns out to be synthetic.
Working across Speech and Language Processing, Human–AI Interaction, and Computational Communication, I build interpretable models to understand how people communicate, connect, and respond through speech.