AIMC 2020
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