High channel count microphone array accurately and precisely localizes ultrasonic signals from freely-moving mice

J Neurosci Methods. 2018 Mar 1:297:44-60. doi: 10.1016/j.jneumeth.2017.12.013. Epub 2018 Jan 5.

Abstract

Background: An integral component in the assessment of vocal behavior in groups of freely interacting animals is the ability to determine which animal is producing each vocal signal. This process is facilitated by using microphone arrays with multiple channels.

New method and comparison with existing methods: Here, we made important refinements to a state-of-the-art microphone array based system used to localize vocal signals produced by freely interacting laboratory mice. Key changes to the system included increasing the number of microphones as well as refining the methodology for localizing and assigning vocal signals to individual mice.

Results: We systematically demonstrate that the improvements in the methodology for localizing mouse vocal signals led to an increase in the number of signals detected as well as the number of signals accurately assigned to an animal.

Conclusions: These changes facilitated the acquisition of larger and more comprehensive data sets that better represent the vocal activity within an experiment. Furthermore, this system will allow more thorough analyses of the role that vocal signals play in social communication. We expect that such advances will broaden our understanding of social communication deficits in mouse models of neurological disorders.

Keywords: Innate behavior; Microphone array; Mouse ultrasonic vocalizations; Social interaction; Sound source localization.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Animals
  • Automation, Laboratory / instrumentation*
  • Automation, Laboratory / methods*
  • Computer Simulation
  • Electrical Equipment and Supplies*
  • Female
  • Male
  • Mice, Inbred C57BL
  • Mice, Transgenic
  • Models, Statistical
  • Pattern Recognition, Automated / methods*
  • Sexual Behavior, Animal
  • Software
  • Ultrasonics
  • Vocalization, Animal*