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Autoencoding Neural Networks as Musical Audio Synthesizers
A method for musical audio synthesis using autoencoding neural networks is proposed.
Conditioning Autoencoder Latent Spaces for Real-Time Timbre Interpolation and Synthesis
We measure the performance of these networks, and characterize the latent embeddings that arise from the use of this chroma conditioning vector.
A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement
This paper will describe a novel approach to the cocktail party problem that relies on a fully convolutional neural network (FCN) architecture.
An Open Source Pattern Recognition Toolbox for MATLAB
In this work we describe a MATLAB toolbox for pattern recognition and machine learning known as the PRT (Pattern Recognition Toolbox), licensed under the permissive MIT license.
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