Audio source separation into the wild

Laurent Girin; Sharon Gannot; Xiaofei Li

doi:10.1016/B978-0-12-814601-9.00022-5

Audio source separation into the wild

Laurent Girin, Sharon Gannot, Xiaofei Li

Bar-Ilan University - The Alexander Kofkin Faculty of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

6 Scopus citations

Abstract

This review chapter is dedicated to multichannel audio source separation in a real-life environment. We explore some of the major achievements in the field and discuss some of the remaining challenges. We will explore several important practical scenarios, e.g. moving sources and/or microphones, varying number of sources and sensors, high reverberation levels, spatially diffuse sources, and synchronization problems. Several applications, such as smart assistants, cellular phones, hearing aids and robots, will be discussed. Our perspectives on the future of the field will be given as concluding remarks of this chapter.

Original language	English
Title of host publication	Multimodal Behavior Analysis in the Wild
Subtitle of host publication	Advances and Challenges.
Publisher	Elsevier
Pages	53-78
Number of pages	26
ISBN (Electronic)	9780128146026
ISBN (Print)	9780128146019
DOIs	https://doi.org/10.1016/B978-0-12-814601-9.00022-5
State	Published - 16 Nov 2018

Bibliographical note

Publisher Copyright:
© 2019 Elsevier Ltd All rights reserved.

Keywords

Beamforming for audio signals
Hearing aids
Multichannel audio source separation
Smart devices

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1016/B978-0-12-814601-9.00022-5

Cite this

@inbook{afcb0b150c584c4e83e839ea0d6aceaf,

title = "Audio source separation into the wild",

abstract = "This review chapter is dedicated to multichannel audio source separation in a real-life environment. We explore some of the major achievements in the field and discuss some of the remaining challenges. We will explore several important practical scenarios, e.g. moving sources and/or microphones, varying number of sources and sensors, high reverberation levels, spatially diffuse sources, and synchronization problems. Several applications, such as smart assistants, cellular phones, hearing aids and robots, will be discussed. Our perspectives on the future of the field will be given as concluding remarks of this chapter.",

keywords = "Beamforming for audio signals, Hearing aids, Multichannel audio source separation, Smart devices",

author = "Laurent Girin and Sharon Gannot and Xiaofei Li",

year = "2018",

month = nov,

day = "16",

doi = "10.1016/B978-0-12-814601-9.00022-5",

language = "אנגלית",

isbn = "9780128146019",

pages = "53--78",

booktitle = "Multimodal Behavior Analysis in the Wild",

publisher = "Elsevier",

address = "הולנד",

}

TY - CHAP

T1 - Audio source separation into the wild

AU - Girin, Laurent

AU - Gannot, Sharon

AU - Li, Xiaofei

PY - 2018/11/16

Y1 - 2018/11/16

N2 - This review chapter is dedicated to multichannel audio source separation in a real-life environment. We explore some of the major achievements in the field and discuss some of the remaining challenges. We will explore several important practical scenarios, e.g. moving sources and/or microphones, varying number of sources and sensors, high reverberation levels, spatially diffuse sources, and synchronization problems. Several applications, such as smart assistants, cellular phones, hearing aids and robots, will be discussed. Our perspectives on the future of the field will be given as concluding remarks of this chapter.

AB - This review chapter is dedicated to multichannel audio source separation in a real-life environment. We explore some of the major achievements in the field and discuss some of the remaining challenges. We will explore several important practical scenarios, e.g. moving sources and/or microphones, varying number of sources and sensors, high reverberation levels, spatially diffuse sources, and synchronization problems. Several applications, such as smart assistants, cellular phones, hearing aids and robots, will be discussed. Our perspectives on the future of the field will be given as concluding remarks of this chapter.

KW - Beamforming for audio signals

KW - Hearing aids

KW - Multichannel audio source separation

KW - Smart devices

UR - http://www.scopus.com/inward/record.url?scp=85077709303&partnerID=8YFLogxK

U2 - 10.1016/B978-0-12-814601-9.00022-5

DO - 10.1016/B978-0-12-814601-9.00022-5

M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.chapter???

AN - SCOPUS:85077709303

SN - 9780128146019

SP - 53

EP - 78

BT - Multimodal Behavior Analysis in the Wild

PB - Elsevier

ER -

Audio source separation into the wild

Abstract

Bibliographical note

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this