Deep learning for unsupervised feature extraction in audio signals: Monaural source separation

Anton Netchaev
Anton Netchaev
Steven L. Bunkley
Steven L. Bunkley
Matthew G. Blevins
Matthew G. Blevins

Journal of the Acoustical Society of America, pp. 3424-3424, 2016.

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Abstract:

Deep learning is becoming ubiquitous; it is the underlying and driving force behind many heavily embedded technologies in society (e.g., search engines, fraud detection warning systems, and social-media facial recognition algorithms). Over the past few years there has been a steady increase in the number of audio related applications of d...More

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