Dorien Herremans

Machine learning research that matters for music creation: A case study

Bob L. Sturm, Oded Ben‐Tal, Úna Monaghan et al. · Journal of New Music Research · 2018 · 111 citations · Full text

Music, Computational Musicology, Music Modelling +12

Music, Computing, and Health: A Roadmap for the Current and Future Roles of Music Technology for Health Care and Well-Being

Kat Agres, Rebecca Schaefer, Anja Volk et al. · Music & Science · 2021 · 82 citations · Full text

Music, Popular Music, Computational Musicology +14

Toward Robust Audio Spoofing Detection: A Detailed Comparison of Traditional and Learned Features

B T Balamurali, Kin Wah Edward Lin, Simon Lui et al. · IEEE Access · 2019 · 78 citations · Full text

MorpheuS: Generating Structured Music with Constrained Patterns and Tension

Dorien Herremans, Elaine Chew · IEEE Transactions on Affective Computing · 2017 · 74 citations · Full text

Music, Computational Musicology, Engineering +10

nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks

Kin Wai Cheuk, Hans Anderson, Kat Agres et al. · IEEE Access · 2020 · 73 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18