135 citations · 190 across the 16 of their papers we have counts for
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cs.LG2019★ 5 cited
Mechanisms of Artistic Creativity in Deep Learning Neural Networks
Lonce Wyse
The generative capabilities of deep learning neural networks (DNNs) have been attracting increasing attention for both the remarkable artifacts they produce, but also because of th…
cs.SD2019★ 2 cited
Conditioning a Recurrent Neural Network to synthesize musical instrument transients
Lonce Wyse, Muhammad Huzaifah
A recurrent Neural Network (RNN) is trained to predict sound samples based on audio input augmented by control parameter information for pitch, volume, and instrument identificatio…
cs.SD2019★ 20 cited
Applying Visual Domain Style Transfer and Texture Synthesis Techniques to Audio - Insights and Challenges
M. Huzaifah, L. Wyse
Style transfer is a technique for combining two images based on the activations and feature statistics in a deep learning neural network architecture. This paper studies the analog…