Publications

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Author Title Type [ Year(Asc)]
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2020
Herff SA, Zhen S, Yu R, Agres KR.  2020.  Age dependent statistical learning trajectories reveal differences in information weighting. Psychology and Aging.  (1.79 MB)
Nahar F, Agres K, Balamurali B, Herremans D.  2020.  A dataset and classification model for Malay, Hindi, Tamil and Chinese music. Workshop on Machine Learning and Music (MML 2020), at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) conference.
Cheuk K.W., Agres K., Herremans D..  2020.  The impact of Audio input representations on neural network based music transcription. Proceedings of the International Joint Conference on Neural Networks (IJCNN).  (1.87 MB)
Cheuk KWai, Anderson H, Agres K, Herremans D.  2020.  nnAudio:  An on-the-fly GPU Audio toSpectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access. 8:161981-162003. (6.65 MB)
Luo Y-J, Hsu C-C, Agres K, Herremans D.  2020.  Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. 45th International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2020).  (2.88 MB)
Luo Y-J, Hsu C-C, Agres K, Herremans D.  2020.  Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. 45th International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2020).  (2.88 MB)
2018
Chuan C-H, Agres K, Herremans D.  2018.  From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. Neural Computing and Applications. https://doi.org/10.1007/s00521-018-3923-1 (1.64 MB)
Agres K, Herremans D.  2018.  The Structure of Chord Progressions Influences Listeners’ Enjoyment and Absorptive States in EDM. International Conference on Music Perception and Cognition.  (387.15 KB)
2016
Agres K., Bigo L., Herremans D., Conklin D..  2016.  The Effect of Repetitive Structure on Enjoyment in Uplifting Trance Music. In Proceedings of the 14th International Conference for Music Perception and Cognition (ICMPC). :280-282. (139.27 KB)