On computational creativity in music

A study by Muriz Serifovic | @MurgioMurmani | June 2019
Illustration by 30'000 fps

Study

Exploring Music Generation

Traditionally, composing music has involved a series of activities, such as the definition of melody and rhythm, harmonization and arrangement. Computational creativity balances on the edge between AI and the arts, opening up new horizons for composing coherent music pieces without human interactivity.

Generative Adversarial Networks for Audio Synthesis

Gain an intuition about convolutions and understand different steps used in convolutional neural network architectures.

Jun 16 2019 · 8 min read

The Transformer: Attention Is All You Need

Find bottlenecks and increase pythons speed performance by magnitudes...

Jun 01 2019 · 11 min read

Cell state: Uncovering LSTM layers

Generating music with long short-term memory (LSTM) while capturing long-term dependencies.

Apr 15 2019 · 13 min read

The Recurrent Neural Network

We present a novel retrieval-based approach for recipe prediction using a re-ranking scheme.

Apr 02 2019 · 13 min read

Small But Mighty: Markov Chains

Its simple rules offer an infinite number of possibilities that transform the role of the musician from the creator to the explorer and curator.

Mar 22 2019 · 13 min read