Accelerometer-based automatic voice onset detection in speech mapping with navigated repetitive transcranial magnetic stimulation

J Neurosci Methods. 2015 Sep 30:253:70-7. doi: 10.1016/j.jneumeth.2015.05.015. Epub 2015 May 28.

Abstract

Background: The use of navigated repetitive transcranial magnetic stimulation (rTMS) in mapping of speech-related brain areas has recently shown to be useful in preoperative workflow of epilepsy and tumor patients. However, substantial inter- and intraobserver variability and non-optimal replicability of the rTMS results have been reported, and a need for additional development of the methodology is recognized. In TMS motor cortex mappings the evoked responses can be quantitatively monitored by electromyographic recordings; however, no such easily available setup exists for speech mappings.

New method: We present an accelerometer-based setup for detection of vocalization-related larynx vibrations combined with an automatic routine for voice onset detection for rTMS speech mapping applying naming.

Comparison with existing method(s): The results produced by the automatic routine were compared with the manually reviewed video-recordings.

Results: The new method was applied in the routine navigated rTMS speech mapping for 12 consecutive patients during preoperative workup for epilepsy or tumor surgery. The automatic routine correctly detected 96% of the voice onsets, resulting in 96% sensitivity and 71% specificity. Majority (63%) of the misdetections were related to visible throat movements, extra voices before the response, or delayed naming of the previous stimuli. The no-response errors were correctly detected in 88% of events.

Conclusion: The proposed setup for automatic detection of voice onsets provides quantitative additional data for analysis of the rTMS-induced speech response modifications. The objectively defined speech response latencies increase the repeatability, reliability and stratification of the rTMS results.

Keywords: Navigated TMS (nTMS); Object naming; Presurgical planning; Speech mapping.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Accelerometry
  • Adolescent
  • Adult
  • Brain / physiology*
  • Brain Mapping*
  • Brain Neoplasms / pathology
  • Child
  • Epilepsy / pathology
  • Evoked Potentials, Motor / physiology
  • Female
  • Functional Laterality
  • Humans
  • Image Processing, Computer-Assisted
  • Language
  • Magnetic Resonance Imaging
  • Male
  • Neuronavigation
  • Reaction Time / physiology
  • Signal Detection, Psychological
  • Speech / physiology*
  • Transcranial Magnetic Stimulation*
  • Voice*
  • Young Adult