Mouth-Clicks used by Blind Expert Human Echolocators – Signal Description and Model Based Signal Synthesis

Thaler, Lore; Reich, Galen M.; Zhang, Xinyu; Wang, Dinghe; Smith, Graeme E.; Tao, Zeng; Abdullah, Raja Syamsul Azmir Bin. Raja; Cherniakov, Mikhail; Baker, Christopher J.; Kish, Daniel; Antoniou, Michail

Abstract

Echolocation is the ability to use sound-echoes to infer spatial information about the environment. Some blind people have developed extraordinary proficiency in echolocation using mouth-clicks. The first step of human biosonar is the transmission (mouth click) and subsequent reception of the resultant sound through the ear. Existing head-related transfer function (HRTF) data bases provide descriptions of reception of the resultant sound. For the current report, we collected a large database of click emissions with three blind people expertly trained in echolocation, which allowed us to perform unprecedented analyses. Specifically, the current report provides the first ever description of the spatial distribution (i.e. beam pattern) of human expert echolocation transmissions, as well as spectro-temporal descriptions at a level of detail not available before. Our data show that transmission levels are fairly constant within a 60° cone emanating from the mouth, but levels drop gradually at further angles, more than for speech. In terms of spectro-temporal features, our data show that emissions are consistently very brief (~3ms duration) with peak frequencies 2-4kHz, but with energy also at 10kHz. This differs from previous reports of durations 3-15ms and peak frequencies 2-8kHz, which were based on less detailed measurements. Based on our measurements we propose to model transmissions as sum of monotones modulated by a decaying exponential, with angular attenuation by a modified cardioid. We provide model parameters for each echolocator. These results are a step towards developing computational models of human biosonar. For example, in bats, spatial and spectro-temporal features of emissions have been used to derive and test model based hypotheses about behaviour. The data we present here suggest similar research opportunities within the context of human echolocation. Relatedly, the data are a basis to develop synthetic models of human echolocation that could be virtual (i.e. simulated) or real (i.e. loudspeaker, microphones), and which will help understanding the link between physical principles and human behaviour.

Citation

Thaler, L., Reich, G. M., Zhang, X., Wang, D., Smith, G. E., Tao, Z., …Antoniou, M. (2017). Mouth-Clicks used by Blind Expert Human Echolocators – Signal Description and Model Based Signal Synthesis. PLoS Computational Biology, 13(8), Article e1005670. https://doi.org/10.1371/journal.pcbi.1005670

• Journal Article Type: Article
• Acceptance Date: Jul 5, 2017
• Online Publication Date: Aug 31, 2017
• Publication Date: Aug 31, 2017
• Deposit Date: Dec 1, 2016
• Publicly Available Date: Sep 1, 2017
• Journal: PLoS Computational Biology
• Print ISSN: 1553-734X
• Publisher: Public Library of Science
• Peer Reviewed: Peer Reviewed
• Volume: 13
• Issue: 8
• Article Number: e1005670
• DOI: https://doi.org/10.1371/journal.pcbi.1005670
• Public URL: https://durham-repository.worktribe.com/output/1399250