NDLI: An artificial neural network for studying binaural sound localization

Content Provider	IEEE Xplore Digital Library
Author	Moiseff, A. Palmieri, F. Datum, M. Shah, A.
Copyright Year	1991
Description	Author affiliation: Connecticut Univ., Storrs, CT, USA (Moiseff, A.; Palmieri, F.; Datum, M.; Shah, A.)
Abstract	A three-layer neural network is used to solve the problem of extracting relative azimuth and elevation positional information from signals detected by two directional receivers that are spatially separate. This is analogous to the ability of owls to localize the position of sound sources based solely on the properties of the signals reaching the two ears. Although the network implemented does not require any specific knowledge about acoustical parameters or propagation properties, a simple model of the acoustical environment is used to generate simulated data for training the network. The neural network is trained according to the multiple extended Kalman algorithm. The network successfully transforms phase and intensity differences of simulated acoustical signals into relative azimuth and elevation consistent with the simulated model.<>
Starting Page	1
Ending Page	2
File Size	198801
Page Count	2
File Format	PDF
ISBN	0780300300
DOI	10.1109/NEBC.1991.154551
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1991-04-04
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Artificial neural networks Ear Azimuth Modeling Neural networks Frequency Data mining Eyes Physiology Acoustical engineering
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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