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Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices

All mobile devices include a microphone that can be used for acoustic data acquisition. This article presents a dataset of acoustic signals related to nine environments, captured with a microphone embedded on off-the-shelf mobile devices. The mobile phone can be placed in the pants pockets, in a wri...

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Detalles Bibliográficos
Autores principales: Pires, Ivan Miguel, Garcia, Nuno M., Zdravevski, Eftim, Lameski, Petre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111260/
https://www.ncbi.nlm.nih.gov/pubmed/34007870
http://dx.doi.org/10.1016/j.dib.2021.107051
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author Pires, Ivan Miguel
Garcia, Nuno M.
Zdravevski, Eftim
Lameski, Petre
author_facet Pires, Ivan Miguel
Garcia, Nuno M.
Zdravevski, Eftim
Lameski, Petre
author_sort Pires, Ivan Miguel
collection PubMed
description All mobile devices include a microphone that can be used for acoustic data acquisition. This article presents a dataset of acoustic signals related to nine environments, captured with a microphone embedded on off-the-shelf mobile devices. The mobile phone can be placed in the pants pockets, in a wristband, over the bedside table, on a table, or on other furniture. Data collection environments are bar, classroom, gym, kitchen, library, street, hall, living room, and bedroom. The data was collected by 25 individuals (15 men and 10 women) in different environments around Covilhã and Fundão municipalities (Portugal). The microphone data was sampled with 44,100 Hz into an array with 16-bit unsigned integer values in the range [0, 255] with a 128 offset for zero. The dataset presented in this paper presents at least 2000 samples of 5 s of data for each environment, corresponding to around 2.8 h for each environment into text files. In total, it includes at least 25.2 h of acoustic data for the implementation of data processing techniques, e.g., Fast Fourier Transform (FFT), and other machine learning methods for the different analysis.
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spelling pubmed-81112602021-05-17 Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices Pires, Ivan Miguel Garcia, Nuno M. Zdravevski, Eftim Lameski, Petre Data Brief Data Article All mobile devices include a microphone that can be used for acoustic data acquisition. This article presents a dataset of acoustic signals related to nine environments, captured with a microphone embedded on off-the-shelf mobile devices. The mobile phone can be placed in the pants pockets, in a wristband, over the bedside table, on a table, or on other furniture. Data collection environments are bar, classroom, gym, kitchen, library, street, hall, living room, and bedroom. The data was collected by 25 individuals (15 men and 10 women) in different environments around Covilhã and Fundão municipalities (Portugal). The microphone data was sampled with 44,100 Hz into an array with 16-bit unsigned integer values in the range [0, 255] with a 128 offset for zero. The dataset presented in this paper presents at least 2000 samples of 5 s of data for each environment, corresponding to around 2.8 h for each environment into text files. In total, it includes at least 25.2 h of acoustic data for the implementation of data processing techniques, e.g., Fast Fourier Transform (FFT), and other machine learning methods for the different analysis. Elsevier 2021-04-11 /pmc/articles/PMC8111260/ /pubmed/34007870 http://dx.doi.org/10.1016/j.dib.2021.107051 Text en © 2021 The Author(s). Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Data Article
Pires, Ivan Miguel
Garcia, Nuno M.
Zdravevski, Eftim
Lameski, Petre
Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title_full Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title_fullStr Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title_full_unstemmed Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title_short Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices
title_sort indoor and outdoor environmental data: a dataset with acoustic data acquired by the microphone embedded on mobile devices
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111260/
https://www.ncbi.nlm.nih.gov/pubmed/34007870
http://dx.doi.org/10.1016/j.dib.2021.107051
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