UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 5
May-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2105281


Registration ID:
309136

Page Number

c211-c214

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Title

Cough Detection using Arduino and ML

Abstract

There is a huge need for inexpensive, easily deployable solutions for COVID-19 and other flu-related early detection. In this project, we use Edge Impulse Machine learning on an Arduino Nano BLE Sense to detect the presence of coughing in real-time audio. We built a dataset of coughing and background noise samples, and applied a highly optimized TinyML model, to build a cough detection system that runs in real-time in under 20 KB of RAM on the Nano BLE Sense. This same approach applies to many other embedded audio pattern matching applications, for example, elderly care, safety, and machine monitoring.

Key Words

Arduino Nano BLE Sense, TinyML, Edge Impulse

Cite This Article

"Cough Detection using Arduino and ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 5, page no.c211-c214, May-2021, Available :http://www.jetir.org/papers/JETIR2105281.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Cough Detection using Arduino and ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 5, page no. ppc211-c214, May-2021, Available at : http://www.jetir.org/papers/JETIR2105281.pdf

Publication Details

Published Paper ID: JETIR2105281
Registration ID: 309136
Published In: Volume 8 | Issue 5 | Year May-2021
DOI (Digital Object Identifier):
Page No: c211-c214
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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