Search Results for author: Johan Pieter de Villiers

Found 3 papers, 1 papers with code

Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models

no code implementations1 Nov 2022 Moseli Mots'oehli, Anna Sergeevna Bosman, Johan Pieter de Villiers

Algorithmic music composition is a way of composing musical pieces with minimal to no human intervention.

Music Generation

Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction

no code implementations26 Feb 2020 Joel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers

We show that, though the neural network model achieves an accuracy of 80%, it requires long sequences to achieve this (100 samples or more).

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