Dorien Herremans
Scholar

Dorien Herremans

Google Scholar ID: Hp5W5f0AAAAJ
Associate professor, Singapore University of Technology and Design
machine learningartificial intelligenceaudiomusicfintech
Citations & Impact
All-time
Citations
3,057
 
H-index
31
 
i10-index
65
 
Publications
20
 
Co-authors
138
list available
Resume (English only)
Academic Achievements
  • Developed BandCondiNet, published in Expert Systems with Applications, addressing structural coherence and harmonic consistency in multi-instrument music generation
  • Created SonicMaster: an all-in-one audio mastering model controllable via text instructions
  • Presented MidiCaps and MIRFLEX at ISMIR
  • Published an article in WIPO Magazine titled 'Royalties in the age of AI: paying artists for AI-generated songs', addressing copyright and fair compensation
  • Advanced text-to-music technologies such as Text2Midi, showcased at AAAI