Dorien Herremans

According to our database1, Dorien Herremans authored at least 34 papers between 2013 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
Midi Miner - A Python library for tonal tension and track classification.
CoRR, 2019

Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks.
CoRR, 2019

Multimodal Deep Models for Predicting Affective Responses Evoked by Movies.
CoRR, 2019

Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks.
CoRR, 2019

A novel music-based game with motion capture to support cognitive and motor function in the elderly.
CoRR, 2019

Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders.
CoRR, 2019

Towards robust audio spoofing detection: a detailed comparison of traditional and learned features.
CoRR, 2019

Dance Hit Song Prediction.
CoRR, 2019

Toward Robust Audio Spoofing Detection: A Detailed Comparison of Traditional and Learned Features.
IEEE Access, 2019

A Hybrid Fuzzy Logic-Neural Network Approach for Multi-Path Separation of Underwater Acoustic Signals.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Untangling indices of emotion in music using neural networks.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Towards emotion based music generation: A tonal tension model based on the spiral array.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

A novel music-based game with motion capture to support cognitive and motor function in the elderly.
Proceedings of the IEEE Conference on Games, 2019

Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks.
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2019

2018
Generating guitar solos by integer programming.
JORS, 2018

MorpheuS: generating structured music with constrained patterns and tension.
CoRR, 2018

A Functional Taxonomy of Music Generation Systems.
CoRR, 2018

Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy.
CoRR, 2018

From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec.
CoRR, 2018

Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A variable neighborhood search algorithm to generate piano fingerings for polyphonic sheet music.
ITOR, 2017

A Functional Taxonomy of Music Generation Systems.
ACM Comput. Surv., 2017

Modeling Musical Context with Word2vec.
CoRR, 2017

Proceedings of the First International Workshop on Deep Learning and Music.
CoRR, 2017

A Multi-modal Platform for Semantic Music Analysis: Visualizing Audio-and Score-Based Tension.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

IMMA-Emo: A Multimodal Interface for Visualising Score- and Audio-synchronised Emotion Annotations.
Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, 2017

2016
Composer Classification Models for Music-Theory Building.
Proceedings of the Computational Music Analysis, 2016

2015
Generating structured music for bagana using quality metrics based on Markov models.
Expert Syst. Appl., 2015

Classification and Generation of Composer-Specific Music Using Global Feature Models and Variable Neighborhood Search.
Computer Music Journal, 2015

Compose ≡ compute - Computer generation and classification of music through operations research methods.
4OR, 2015

Generating Fingerings for Polyphonic Piano Music with a Tabu Search Algorithm.
Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

2014
Sampling the extrema from statistical models of music with variable neighbourhood search.
Proceedings of the Music Technology meets Philosophy, 2014

2013
Composing fifth species counterpoint music with a variable neighborhood search algorithm.
Expert Syst. Appl., 2013

FuX, an Android app that generates counterpoint.
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013


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