Wave Talk: A smart gesture and voice assistant

Wave Talk is a multimodal human-computer interaction system that integrates real-time hand gesture recognition and voice command processing to enable seamless, touchless control of digital devices. Utilizing OpenCV and Media Pipe for gesture tracking, alongside Speech Recognition and pyttsx3 for voice interaction, the system offers an intuitive interface accessible to users across diverse environments, including those with physical disabilities or in hygiene-sensitive settings. Designed to run on standard webcams and microphones, Wave Talk ensures cost-effectiveness and broad usability. The methodology encompasses data acquisition, preprocessing, model integration, and action execution, with system testing confirming high accuracy and low latency. Applicable in smart homes, healthcare, education, and public spaces, Wave Talk demonstrates the potential of multimodal interaction systems to enhance accessibility, efficiency, and user experience in next-generation smart technologies.

Authors

Publication Details

Journal
World Journal of Advanced Engineering Technology and Sciences
Published
2025-05-05
DOI
https://doi.org/10.30574/wjaets.2025.15.2.0512
Primary Topic
Speech and dialogue systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Wave Talk: A smart gesture and voice assistant

Parwateeswar Gollapalli, Sana Tabasum, Sai Kumar Ganta, Sidhartha Tadaboina et al.
World Journal of Advanced Engineering Technology and Sciences
Speech and dialogue systems
article

Wave Talk: A smart gesture and voice assistant

Parwateeswar Gollapalli, Sana Tabasum, Sai Kumar Ganta, Sidhartha Tadaboina, Aishwarya Gottipamula
article en

Abstract

Wave Talk is a multimodal human-computer interaction system that integrates real-time hand gesture recognition and voice command processing to enable seamless, touchless control of digital devices. Utilizing OpenCV and Media Pipe for gesture tracking, alongside Speech Recognition and pyttsx3 for voice interaction, the system offers an intuitive interface accessible to users across diverse environments, including those with physical disabilities or in hygiene-sensitive settings. Designed to run on standard webcams and microphones, Wave Talk ensures cost-effectiveness and broad usability. The methodology encompasses data acquisition, preprocessing, model integration, and action execution, with system testing confirming high accuracy and low latency. Applicable in smart homes, healthcare, education, and public spaces, Wave Talk demonstrates the potential of multimodal interaction systems to enhance accessibility, efficiency, and user experience in next-generation smart technologies.

World Journal of Advanced Engineering Technology and SciencesVol. 15(2)
Openalex Percentile: Top 96%
Speech and dialogue systems
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