Search Results for author: Omar Peracha

Found 3 papers, 3 papers with code

Improving Polyphonic Music Models with Feature-Rich Encoding

2 code implementations26 Nov 2019 Omar Peracha

We show that training a neural network to predict a seemingly more complex sequence, with extra features included in the series being modelled, can improve overall model performance significantly.

Music Generation Music Modeling

GANkyoku: a Generative Adversarial Network for Shakuhachi Music

1 code implementation22 Nov 2019 Omar Peracha, Shawn Head

A common approach to generating symbolic music using neural networks involves repeated sampling of an autoregressive model until the full output sequence is obtained.

Data Augmentation Generative Adversarial Network

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