Search Results for author: Ivor Simpson

Found 5 papers, 3 papers with code

A variational autoencoder for music generation controlled by tonal tension

1 code implementation13 Oct 2020 Rui Guo, Ivor Simpson, Thor Magnusson, Chris Kiefer, Dorien Herremans

Many of the music generation systems based on neural networks are fully autonomous and do not offer control over the generation process.

Sound Symbolic Computation Audio and Speech Processing

Training VAEs Under Structured Residuals

2 code implementations3 Apr 2018 Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson

This paper demonstrates a novel scheme to incorporate a structured Gaussian likelihood prediction network within the VAE that allows the residual correlations to be modeled.

Structured Uncertainty Prediction Networks

2 code implementations CVPR 2018 Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson

This paper is the first work to propose a network to predict a structured uncertainty distribution for a synthesized image.

Image Denoising

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