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Home - Engineering - The Inner Voice of Machines: Bridging Robot Speech and Emotion

Engineering

The Inner Voice of Machines: Bridging Robot Speech and Emotion

Last updated: February 4, 2026 4:17 pm
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The Inner Voice of Machines: Bridging Robot Speech and Emotion

A new theoretical framework proposes linking a robot’s internal “inner speech” processes to its emotional appraisal systems. This work, published in Robotics and Autonomous Systems, explores how artificial agents could use self-dialogue to evaluate and respond to events, potentially leading to more nuanced and context-aware robotic behaviors. The authors argue that integrating these cognitive architectures is a step toward robots that can explain their own affective states.

Why it might matter to you:
This research sits at the intersection of deterministic control systems and the emergent, less predictable phenomena of affective states, a tension central to advanced autonomous design. For an engineer, it demonstrates how core principles from information processing and systems theory are being applied to model complex, quasi-conscious functionalities. It suggests that future engineering breakthroughs may come from formally integrating models of subjective experience into objective system architectures.


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