AIMC 2020

Proceedings bulk download:

Matthew Caren. TRoco: A generative algorithm using jazz music theory

Jean-Francois Charles, Gil Dori, Joseph Norman. Sonic Print: Timbre Classification with Live Training for Musical Applications

Jeffrey Ens, Philippe Pasquier. Improved Listening Experiment Design for Generative Systems

Joaquin Jimenez. Creating a Machine Learning Assistant for the Real-Time Performance of Dub Music

Rui Guo, Ivor Simpson, Thor Magnusson, Dorien Herremans. Symbolic music generation with tension control

Zeng Ren. Style Composition With An Evolutionary Algorithm

Raymond Whorley, Robin Laney. Generating Subjects for Pieces in the Style of Bach’s Two-Part Inventions

Jacopo de Berardinis, Samuel Barrett, Angelo Cangelosi, Eduardo Coutinho. Modelling long- and short-term structure in symbolic music with attention and recurrence

Aiko Uemura, Tetsuro Kitahara. Morphing-Based Reharmonization using LSTM-VAE

Richard Savery, Lisa Zahray, Gil Weinberg. ProsodyCVAE: A Conditional Convolutional Variational Autoencoder for Real-time Emotional Music Prosody Generation

Carmine-Emanuele Cella, Luke Dzwonczyk, Alejandro Saldarriaga-Fuertes, Hongfu Liu, Helene-Camille Crayencour. A Study on Neural Models for Target-Based Computer-Assisted Musical Orchestration

Sofy Yuditskaya, Sophia Sun, Derek Kwan. Karaoke of Dreams: A multi-modal neural-network generated music experience

Guillaume Alain, Maxime Chevalier-Boisvert, Frederic Osterrath, Remi Piche-Taillefer. DeepDrummer : Generating Drum Loops using Deep Learning and a Human in the Loop

Yijun Zhou, Yuki Koyama, Masataka Goto, Takeo Igarashi. Generative Melody Composition with Human-in-the-Loop Bayesian Optimization

Joann Ching, Antonio Ramires, Yi-Hsuan Yang. Instrument Role Classification: Auto-tagging for Loop Based Music

Roger Dean. The multi-tuned piano: keyboard music without a tuning system generated manually or by Deep Improviser

Stefano Kalonaris, Anna Aljanaki. Meet HER: A Language-based Approach to Generative Music Systems Evaluation

Mio Kusachi, Aiko Uemura, Tetsuro Kitahara. A Piano Ballad Arrangement System

Mathias Rose Bjare, David Meredith. Sequence Generative Adversarial Networks for Music Generation with Maximum Entropy Reinforcement Learning

Liam Dallas, Fabio Morreale. Effects of Added Vocals and Human Production to AI-composed Music on Listener’s Appreciation

Sutirtha Chakraborty, Shyam Kishor, Shubham Nikesh Patil, Joseph Timoney. LeaderSTeM-A LSTM model for dynamic leader identification within musical streams

Nick Collins, Vit Ruzicka, Mick Grierson. Remixing AIs: mind swaps, hybrainity, and splicing musical models

Lonce Wyse, Muhammad Huzaifah. Deep learning models for generating audio textures

Nicolas Jonason, Bob L. T. Sturm, Carl Thomé. The control-synthesis approach for making expressive and controllable neural music synthesizers

Mathieu Prang, Philippe Esling. Signal-domain representation of symbolic music for learning embedding spaces

Foteini Simistira Liwicki, Marcus Liwicki, Pedro Malo Perise, Federico Ghelli Visi, Stefan Ostersjo. Analysing Musical Performance in Videos Using Deep Neural Networks

Amir Salimi, Abram Hindle. Make Your Own Audience: Virtual Listeners Can Filter Generated Drum Programs

Grigore Burloiu. Interactive Learning of Microtiming in an Expressive Drum Machine

Germán Ruiz-Marcos, Alistair Willis, Robin Laney. Automatically calculating tonal tension

Hadrien Foroughm, Geoffroy Peeters. Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network

James Bradbury. Computer-assisted corpus exploration with UMAP and agglomerative clustering

Shlomo Dubnov. Deep Music Information Dynamics

Shuqi Dai, Huan Zhang, Roger Dannenberg. Automatic Detection of Hierarchical Structure and Influence of Structure on Melody, Harmony and Rhythm in Popular Music

Brendan O’Connor, Simon Dixon, George Fazekas. An Exploratory Study on Perceptual Spaces of the Singing Voice

Théis Bazin, Gaëtan Hadjeres, Philippe Esling, Mikhail Malt. Spectrogram Inpainting for Interactive Generation of Instrument Sounds

Manos Plitsis, Kosmas Kritsis, Maximos Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros. Towards a Classification and Evaluation of Symbolic Music Encodings for RNN Music Generation

Sandeep Dasari, Jason Freeman. Directed Evolution in Live Coding Music Performance

Fred Bruford, Skot McDonald, Mark Sandler. jaki: User-Controllable Generation of Drum Patterns using LSTM Encoder-Decoder and Deep Reinforcement Learning

Hayato Sumino, Adrien Bitton, Lisa Kawai, Philippe Esling, Tatsuya Harada. Automatic Music Transcription and Instrument Transposition with Differentiable Rendering

Darrell Conklin, Geert Maessen. Aspects of pattern discovery for Mozarabic chant realization

Samuel Hunt. An Analysis of Repetition in Video Game Music

Gabriel Vigliensoni, Louis McCallum, Esteban Maestre, Rebecca Fiebrink. Generation and visualization of rhythmic latent spaces