A Deep Representation for Invariance And Music Classification

A Deep Representation for Invariance And Music Classification

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Representations in the auditory cortex might be based on mechanisms similar to the visual ventral stream; modules for building invariance to transformations and multiple layers for compositionality and selectivity. In this paper we propose the use of such computational modules for extracting invaria...

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Bibliographic Details
Main Authors: Zhang, Chiyuan, Evangelopoulos, Georgios, Voinea, Stephen, Rosasco, Lorenzo, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM), arXiv 2015
Subjects:
Audio Representation
Hierarchy
Invariance
Machine Learning
Theories for Intelligence
Online Access:http://hdl.handle.net/1721.1/100163

Internet

http://hdl.handle.net/1721.1/100163

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