My latest research on composer classification, "Composer Classification Models for Music-Theory Building", has been published in the Springer book "Computational Music Analysis", edited by David Meredith.
- New paper on Underwater Acoustic Communication Receiver Using Deep Belief Network
- CM-RNN: Hierarchical RNNs for structured music generation
- The Effect of Spectrogram Reconstructions on Automatic Music Transcription
- PhD scholarships for audio/music and AI
- Audio engineer - job opening (nnAudio)
- AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies
- VAE for music generation with tension control
- AMAAI lab presentations at ISMIR2020
- Postdoctoral Researcher -- Neural Reasoning [job opening]
- Research assistant in Music and AI
I'll be giving a talk on generating structured music with local search optimisation and machine learning. The seminar is organised by the Department of Computing, at Imperial College London and will take place on the 14th of October at 15:30.
Department of Computing, Imperial College London
Generating structured music with local search optimisation and machine learning
Dorien Herremans, PhD (MSCA Fellow) Queen Mary University of London
On my way through Southern California, I was invited by Prof. Robert Keller, who works on the impro-visor, to give a talk at Harvey-Mudd College in Claremont, CA on July 23rd. The topic of the talk was focused on my Mary-Curie project (MorpheuS): "An automatic composition system for structured music based on optimisation and machine learning".
While travelling through Southern California, I stopped at the University of California, San Diego (UCSD), to give a talk on generating structured music. Professor Shlomo Dubnov organized a talk for a summer school currently going on at UCSD on July 15th.
Title: From music theory to machine learning for evaluating generated music
Yesterday, the ASyMMyS workshop on Audio-Symbolic Music Similarity Modelling was held in the British Library in London. This interesting workshop, organised by Tillman Weyde and Emmanuil Benetos, served to discuss what constitutes music similarity and the current research going on in this field. Dorien Herremans was a member of the discussion panel on "Research Directions and Applications for Music Similarity" together with Emilia Gomez, Bob Sturm and Tilman which was led by Alan Marsden.
For his Master's thesis, Matteo Balliauw started working on automatically generating piano fingerings, supervised by dr. Dorien Herremans and dr. Daniel Palhazi Cuervo at the University of Antwerp. His initial work was published at MCM 2015 in London and presented by Dorien Herremans.
The program for the Fifth Biennial Mathematics and Computation in Music Conference (22-25 June 2015, QMUL) is now online at mcm2015.qmul.ac.uk/?page_id=304. I would appreciate if you could publicise the event, especially the concerts, to students and staff throughout QMUL (and beyond if appropriate).
I will present a paper written by Matteo Balliauw, Dorien Herremans, Daniel Palhazi Cuervo and Kenneth Sörensen on "Generating fingerings for polyphonic piano music with a tabu search algorithm" at MCM2015:
The Fifth Biennial International Conference on Mathematics and Computation in Music (MCM2015) will be held on 22-25 June-2015 at Queen Mary University of London in the United Kingdom. MCM is the flagship conference of the Society for Mathematics and Computation in Music, whose official publication is the Journal of Mathematics and Music.
For a recent project, I wrote a musicXML parser in java. The code is available on Bitbucket.
MusicXMLparserDH is a java musicXML parser that parses a musicXML file in Note objects with have properties such as pitch, accidental, duration, start time etc. It outputs an ArrayList that contains all of the Notes in sequence. A list of notes per time slice is also provided. The main time saver in using this library is that the note onsets are already calculated.
This year, the ANT/OR group organises the ORBEL conference. ORBEL29 is the 29th conference on Operations Research (OR), reuniting the Belgian research community on OR-related topics. ORBEL29 is about exchanging ideas and insights, by stimulating interaction and discussion. The host institution of this year's conference is the University of Antwerp. This vivid city is located on the banks of the River Scheldt, and home to one of the largest seaports in the world. The name Antwerp is synonymous with diamonds, culture, art, Rubens and fashion.
Concepts, Cognition and Computation
from 19 Jan 2015 through 23 Jan 2015
Venue: Lorentz Center@Oort, Lorentz Center for Workshops in the Sciences, Leiden, Netherlands
Christina Anagnostopoulou (Athens, Greece)
Elaine Chew (London, United Kingdom)
Elizabeth Margulis (Fayetteville, USA)
Anja Volk (Utrecht, The Netherlands)
I gave a talk at the Bridges conference on Mathematics and Arts in Seoul, South-Korea. The topic was about the paper described details on the variable neighbourhood search algorithm that can efficiently generate music:
Herremans D., Sörensen K.. 2012. Composing first species counterpoint musical scores with a variable neighbourhood search algorithm. Journal of Mathematics and the Arts. 6:169-189.