Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

Salamon, Justin; Bello, Juan Pablo

doi:10.1109/LSP.2017.2657381

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Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

Author(s): Justin Salamon , Juan Pablo Bello

Publication date (Print): March 2017

Journal: IEEE Signal Processing Letters

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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A Dataset and Taxonomy for Urban Sound Research

Justin Salamon, Christopher Jacoby, Juan Bello (2014)

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Detection and Classification of Acoustic Scenes and Events

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Journal

Title: IEEE Signal Processing Letters

Abbreviated Title: IEEE Signal Process. Lett.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 1070-9908

ISSN (Electronic): 1558-2361

Publication date Created: March 2017

Publication date (Print): March 2017

Volume: 24

Issue: 3

Pages: 279-283

Article

DOI: 10.1109/LSP.2017.2657381

SO-VID: 9f5c7807-1a00-4207-b95f-c4fe4f698752

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http://www.ieee.org/publications_standards/publications/rights/ieeecopyrightform.pdf

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Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

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Most cited references 19

Best practices for convolutional neural networks applied to visual document analysis

A Dataset and Taxonomy for Urban Sound Research

Detection and Classification of Acoustic Scenes and Events

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