Toward detecting and classification non-verbal events and biosignals in hearables

Auteurs-es

  • Malahat Mehrban Université du Québec (ÉTS)<br />
  • Jérémie Voix Université du Québec (ÉTS)<br />
  • Rachel Bouserhal Université du Québec (ÉTS)<br />

Résumé

In today’s hectic world, people are always searching for more ways of keeping fit and healthy. For this reason, using audio wearable devices that record physiological events from human body is becoming increasingly popular. Within the stable position of the ear canal, microphones could record heart and respiratory sounds. Due to the heavy computation of conventional signal processing methods which are based on statistical algorithms, fast and reliable alternatives are required to be used in tiny hearables that have limited power sources and processors. Since machine learning based methods are popular for their rapid computational and comprehensive learning capacity, could be an appropriate alternative to conventional methods. The aim of this project is to work on the data collected from in-ear microphones. Upon successful completion of this experiment, it is expected to detect and classify different physiological events to monitor the wearers' health and emotions.

Fichiers supplémentaires

Publié-e

2022-08-19

Comment citer

1.
Mehrban M, Voix J, Bouserhal R. Toward detecting and classification non-verbal events and biosignals in hearables. Canadian Acoustics [Internet]. 19 août 2022 [cité 3 nov. 2024];50(3):76-7. Disponible à: https://jcaa.caa-aca.ca/index.php/jcaa/article/view/3886

Numéro

Vol. 50 No. 3 (2022)

Rubrique

Actes du congrès de la Semaine canadienne d'acoustique

Licence

Author Licensing Addendum

This Licensing Addendum ("Addendum") is entered into between the undersigned Author(s) and Canadian Acoustics journal published by the Canadian Acoustical Association (hereinafter referred to as the "Publisher"). The Author(s) and the Publisher agree as follows:

  1. Retained Rights: The Author(s) retain(s) the following rights:

    • The right to reproduce, distribute, and publicly display the Work on the Author's personal website or the website of the Author's institution.
    • The right to use the Work in the Author's teaching activities and presentations.
    • The right to include the Work in a compilation for the Author's personal use, not for sale.

  2. Grant of License: The Author(s) grant(s) to the Publisher a worldwide exclusive license to publish, reproduce, distribute, and display the Work in Canadian Acoustics and any other formats and media deemed appropriate by the Publisher.

  3. Attribution: The Publisher agrees to include proper attribution to the Author(s) in all publications and reproductions of the Work.

  4. No Conflict: This Addendum is intended to be in harmony with, and not in conflict with, the terms and conditions of the original agreement entered into between the Author(s) and the Publisher.

  5. Copyright Clause: Copyright on articles is held by the Author(s). The corresponding Author has the right to grant on behalf of all Authors and does grant on behalf of all Authors, a worldwide exclusive license to the Publisher and its licensees in perpetuity, in all forms, formats, and media (whether known now or created in the future), including but not limited to the rights to publish, reproduce, distribute, display, store, translate, create adaptations, reprints, include within collections, and create summaries, extracts, and/or abstracts of the Contribution.