• DocumentCode
    2501981
  • Title

    Towards automated ingestion detection: Swallow sounds

  • Author

    Walker, William P. ; Bhatia, Dinesh

  • Author_Institution
    Embedded & Adaptive Comput. Group, Univ. of Texas at Dallas, Richardson, TX, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    7075
  • Lastpage
    7078
  • Abstract
    Obesity is a worldwide epidemic and is a cause of many major chronic diseases. In most cases, obesity is a result of an imbalance between food intake and calories burned. Steps toward automated ingestion detection are being made. In order to automate the process of capturing ingestion, a method for detecting, analyzing, and recording sounds related to ingestion is being developed. In this paper, preliminary swallow sound analysis is presented and compared with various other noises captured from a throat mounted microphone. Initial frequency analysis indicates a stronger presence at high frequency intervals for swallow sounds in relation to other captured sounds such as voice. Comparisons show that a single high-pass filter can offer similar results as wavelet decomposition. Two simple methods for event detection are given.
  • Keywords
    acoustic variables measurement; diseases; high-pass filters; medical signal processing; patient monitoring; wavelet transforms; automated ingestion detection; frequency analysis; health monitoring system; high frequency intervals; noises; single high-pass filter; swallow sound analysis; throat mounted microphone; voice; wavelet decomposition; Discrete wavelet transforms; Finite impulse response filter; Microphones; Monitoring; Obesity; Sensors; Health Monitoring Systems; Swallow Detection; Wireless Sensors; Algorithms; Automatic Data Processing; Deglutition; Eating; Elasticity; Equipment Design; Humans; Male; Models, Statistical; Monitoring, Physiologic; Obesity; Signal Processing, Computer-Assisted; Software; Sound; Sound Spectrography; Time Factors; Transducers; Vocal Cords; Voice; Wireless Technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091788
  • Filename
    6091788