# Effects of Non-Speech Auditory Cues on Control Transition Behaviors in Semi-Automated Vehicles: Empirical Study, Modeling, and Validation

> Research article (International Journal of Human-Computer Interaction, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3171154431](https://www.wikidata.org/wiki/openalex:W3171154431)  
**Source**: https://4ort.xyz/entity/effects-of-non-speech-auditory-cues-on-control-transition-behaviors-in-semi-automated-vehicles-empirical-study-modeling-