"ToneGap team on AssemblyAI - Voice Agent Hackathon Hackathon"

Team Idea

Voice agent fairness audit tool. Detects bias across speaker profiles using matched-guise methodology. Found 50% record failure, 100% female speaker interruptions, 64-point emotion gap. Built on AssemblyAI Voice Agent API.

Team Members

Bias Verified

tobiasverified

Submission

ToneGap

Voice agent fairness audit tool. Matched-guise testing found 50% record failure rate for one voice, 100% female interruptions, 64-point emotion gap. Pre-deployment compliance tool for hiring, lending, insurance, etc. Built on AssemblyAI Voice Agent API.