Future Perspective

Dan Ellis; Tuomas Virtanen; Mark D. Plumbley; Bhiksha Raj

doi:10.1007/978-3-319-63450-0_14

Future Perspective

Dan Ellis, Tuomas Virtanen, Mark D. Plumbley, Bhiksha Raj

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

2 Citations (Scopus)

Abstract

This book has covered the underlying principles and technologies of sound recognition, and described several current application areas. However, the field is still very young; this chapter briefly outlines several emerging areas, particularly relating to the provision of the very large training sets that can be exploited by deep learning approaches. We also forecast some of the technological and application advances we expect in the short-to-medium future.

Original language	English
Title of host publication	Computational Analysis of Sound Scenes and Events
Editors	Tuomas Virtanen, Mark D. Plumbley, Dan Ellis
Place of Publication	Cham
Publisher	Springer
Pages	401-415
Number of pages	15
ISBN (Electronic)	978-3-319-63450-0
ISBN (Print)	978-3-319-63449-4
DOIs	https://doi.org/10.1007/978-3-319-63450-0_14
Publication status	Published - 2018
Publication type	A3 Book chapter

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10.1007/978-3-319-63450-0_14

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abstract = "This book has covered the underlying principles and technologies of sound recognition, and described several current application areas. However, the field is still very young; this chapter briefly outlines several emerging areas, particularly relating to the provision of the very large training sets that can be exploited by deep learning approaches. We also forecast some of the technological and application advances we expect in the short-to-medium future.",

author = "Dan Ellis and Tuomas Virtanen and Plumbley, {Mark D.} and Bhiksha Raj",

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AU - Ellis, Dan

AU - Virtanen, Tuomas

AU - Plumbley, Mark D.

AU - Raj, Bhiksha

PY - 2018

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AB - This book has covered the underlying principles and technologies of sound recognition, and described several current application areas. However, the field is still very young; this chapter briefly outlines several emerging areas, particularly relating to the provision of the very large training sets that can be exploited by deep learning approaches. We also forecast some of the technological and application advances we expect in the short-to-medium future.

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DO - 10.1007/978-3-319-63450-0_14

M3 - Chapter

SN - 978-3-319-63449-4

SP - 401

EP - 415

BT - Computational Analysis of Sound Scenes and Events

A2 - Virtanen, Tuomas

A2 - Plumbley, Mark D.

A2 - Ellis, Dan

PB - Springer

CY - Cham

ER -

Future Perspective

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