research
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04/27/2018
Deep Speech Denoising with Vector Space Projections
We propose an algorithm to denoise speakers from a single microphone in ...
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04/13/2018
Voices Obscured in Complex Environmental Settings (VOICES) corpus
This paper introduces the Voices Obscured In Complex Environmental Setti...
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03/05/2018
PySEAL: A Python wrapper implementation of the SEAL homomorphic encryption library
Motivation: The ability to perform operations on encrypted data has a gr...
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10/11/2017
Audio Concept Classification with Hierarchical Deep Neural Networks
Audio-based multimedia retrieval tasks may identify semantic information...
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05/12/2017
Monaural Audio Speaker Separation with Source Contrastive Estimation
We propose an algorithm to separate simultaneously speaking persons from...
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11/21/2016
Sampled Image Tagging and Retrieval Methods on User Generated Content
Traditional image tagging and retrieval algorithms have limited value as...
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11/21/2015
Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets
We consider the visual sentiment task of mapping an image to an adjectiv...
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02/11/2015