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WaveTune: Harnessing Radar Sensors to Compose Music Beats with Body Gestures

Suchdeep Singh Juneja, Girish Vaidya, Marco Zuniga

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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Abstract

In the field of music technology, the ability to connect body movements with music generation has led to highly engaging applications. Many existing solutions use cameras or wearable devices to capture physical movements and translate them into commands for a music generation tool. While the camera-based systems are privacy-invasive and demand good lighting conditions, the wearable devices adversely impact the fluidity of movements. We propose WaveTune, a privacy-friendly and device-free interface for creating music beats through body gestures. Wavetune has the following components: (i) a millimeter-wave radar as the frontend sensor that captures body movements, (ii) a gesture recognition algorithm that performs gesture delimitation and identification in real-time, and (iii) a music generation component that maintains a seamless and pleasant experience. WaveTune also provides an option to continuously map random dynamic movements into musical parameters to encourage further interaction. We recruited 24 users to train and test WaveTune’s ability to map body gestures to musical commands. To the best of our knowledge, WaveTune is the first mmWave system that allows a layered composition of music beats.
Original languageEnglish
Title of host publicationProceedings of the 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)
EditorsC. Ceballos
Place of PublicationPiscataway
PublisherIEEE
Pages138-145
Number of pages8
ISBN (Electronic)979-8-3503-6944-1
ISBN (Print)979-8-3503-6945-8
DOIs
Publication statusPublished - 2024
Event2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) - Abu Dhabi, United Arab Emirates
Duration: 29 Apr 20241 May 2024

Conference

Conference2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)
Country/TerritoryUnited Arab Emirates
CityAbu Dhabi
Period29/04/241/05/24

Bibliographical note

Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • Performance evaluation
  • Urban areas
  • Music
  • Gesture recognition
  • Millimeter wave radar
  • Cameras
  • Real-time systems
  • mmwave
  • music
  • Millimeter-Wave Radar
  • Gesture Recognition
  • Music Technology
  • Music Generation
  • Machine Learning
  • Tesla Rapture
  • Privacy-Friendly Interface

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