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IVoice: An Open-Source Real-Time Closed-Loop Voice Monitoring and Feedback Testbed for Cognitively Assistive Robots in Therapy
Conference proceeding

IVoice: An Open-Source Real-Time Closed-Loop Voice Monitoring and Feedback Testbed for Cognitively Assistive Robots in Therapy

Iman Noferesti and Rahul Singh
Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction, pp.1303-1307
ACM Conferences
HRI '26: 21st ACM/IEEE International Conference on Human-Robot Interaction
03/16/2026
DOI: 10.1145/3757279.3788809

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Abstract

IVoice is an open-source, real-time closed-loop voice monitoring testbed. It can be used to test and assess Cognitively Assistive Robots (CARs) that target voice rehabilitation. Built on a Unity–Python architecture, the testbed supports modules that continuously analyze pitch, loudness, and voice quality, providing adaptive multimodal feedback for voice training. IVoice includes a fully functional prototype that supports voice capture, calibration, a feedback module, and modules for data collection. All these modules interact with each other based on well-defined interfaces. As long as the interface definitions are supported, users of the testbed can modify one or more of the constituent modules.
Computer systems organization -- Real-time systems Human-centered computing -- Accessibility Human-centered computing -- Human computer interaction (HCI) Human-centered computing -- Interaction design

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