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The Internet of Audio Things: state-of-the-art, vision, and challenges
- Source :
- IEEE internet of things journal, IEEE internet of things journal, IEEE, 2020, 7 (10), pp.10233-10249. ⟨10.1109/JIOT.2020.2997047⟩
- Publication Year :
- 2020
- Publisher :
- HAL CCSD, 2020.
-
Abstract
- International audience; The Internet of Audio Things (IoAuT) is an emerging research field positioned at the intersection of the Internet of Things, sound and music computing, artificial intelligence, and human-computer interaction. The IoAuT refers to the networks of computing devices embedded in physical objects (Audio Things) dedicated to the production, reception, analysis and understanding of audio in distributed environments. Audio Things, such as nodes of wireless acoustic sensor networks, are connected by an infrastructure that enables multidirectional communication, both locally and remotely. In this paper, we first review the state of the art of this field, then we present a vision for the IoAuT and its motivations. In the proposed vision, the IoAuT enables the connection of digital and physical domains by means of appropriate information and communication technologies, fostering novel applications and services based on auditory information. The ecosystems associated with the IoAuT include interoperable devices and services that connect humans and machines to support human-human and human-machines interactions. We discuss challenges and implications of this field, which lead to future research directions on the topics of privacy, security, design of Audio Things, and methods for the analysis and representation of audio-related information.
- Subjects :
- Computer science
Interoperability
02 engineering and technology
Representation (arts)
Electrical Engineering, Electronic Engineering, Information Engineering
sensors
internet of audio things (ioaut)
computer.software_genre
01 natural sciences
Ecoacoustics
Field (computer science)
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
semantic web
[STAT.ML]Statistics [stat]/Machine Learning [stat.ML]
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
0202 electrical engineering, electronic engineering, information engineering
Elektroteknik och elektronik
010301 acoustics
accuracy
Multimedia
[INFO.INFO-MM]Computer Science [cs]/Multimedia [cs.MM]
Computer Science Applications
machine learning
classification
Internet of Audio Things
Hardware and Architecture
targets
The Internet
ecosystems
Internet of Things
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Information Systems
source localization
auditory scene analysis
Computer Networks and Communications
Auditory Scenes Analysis
Internet of Sounds
system
[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]
Smart city
0103 physical sciences
Wireless
music
time synchronization
business.industry
020206 networking & telecommunications
internet of things
Information and Communications Technology
network
Signal Processing
Smart City
production
State (computer science)
business
computer
Subjects
Details
- Language :
- English
- ISSN :
- 23274662
- Database :
- OpenAIRE
- Journal :
- IEEE internet of things journal, IEEE internet of things journal, IEEE, 2020, 7 (10), pp.10233-10249. ⟨10.1109/JIOT.2020.2997047⟩
- Accession number :
- edsair.doi.dedup.....7e066c6098c911982c852b9977be6789
- Full Text :
- https://doi.org/10.1109/JIOT.2020.2997047⟩