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Research & collaboration

A voice agent should know when to listen.

We are developing conversational voice systems and investigating how they handle interruptions, hesitation and the transfer of a conversation to a human.

Our language work starts with European Portuguese (pt-PT). We welcome collaborators interested in evaluating real conversational behaviour, including interaction with people speaking a language they are learning.

Evaluation protocol · Version 0.1 · 27 October 2026

Evaluating Interruption Handling in Voice Agents for European Portuguese and English

A proposed method for testing explicit stop requests, corrections, backchannels, hesitation and background speech. It defines measurements at the listener's audio output, so the whole system is assessed rather than a model's internal event timestamps.

Status: protocol published for discussion. No benchmark results or model rankings are reported in this version.

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What we want to learn

Work with us

We welcome Portuguese-speaking reviewers, researchers working on spoken dialogue and teams willing to evaluate their voice systems using a shared protocol. Potential contributions include reviewing pt-PT test prompts, agreeing on annotation rules, running comparable tests and analysing failures.

Research contact: Valerii Kondrashov · valerii@goippro.com
GoIPpro, LLC · Delaware, USA

Our Behind the Glass journal records engineering experience. The research section complements that journal with explicit methods, limitations and, when available, reproducible measurements.