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Researcher · Singapore University of Technology and Design · Singapore

Dorien Herremans

Dorien Herremans publishes mostly in Signal Processing, Computer Vision and Pattern Recognition and Artificial Intelligence, on topics such as Music and Audio Processing, Music Technology and Sound Studies and Speech Recognition and Synthesis.

ORCID 0000-0001-8607-1640 OpenAlex
World rank
#744,971
of 1,633,909 ranked researchers
Rank in Singapore
#2,724
of 5,048
Works
67
Citations
136
Citations per work
2.0

What does Dorien Herremans research?

Signal Processing: 28.3%Computer Vision and Pattern Recognition: 22.2%Artificial Intelligence: 17.2%Cognitive Neuroscience: 9.1%other fields: 23.2%28%top field
Signal Processing28.3%Computer Vision and Pattern Recognition22.2%Artificial Intelligence17.2%Cognitive Neuroscience9.1%other fields23.2%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Signal Processing28% of their works
  2. 2Computer Vision and Pattern Recognition22% of their works
  3. 3Artificial Intelligence17% of their works
  4. 4Cognitive Neuroscience9% of their works
  5. 5Music7% of their works
  6. 6Pulmonary and Respiratory Medicine2% of their works

Research topics

Which keywords describe Dorien Herremans's research?

The keywords of their largest research topics: Convolutional Neural Networks, Deep Learning, Audio Signal Classification, Music Information Retrieval, Interactive Evolutionary Computation, Music Generation, Acoustic Modeling and Deep Neural Networks.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 19 words, with their numbers
  1. Convolutional Neural Networks292 topics
  2. Deep Learning293 topics
  3. Audio Signal Classification201 topic
  4. Music Information Retrieval201 topic
  5. Interactive Evolutionary Computation141 topic
  6. Music Generation141 topic
  7. Acoustic Modeling91 topic
  8. Deep Neural Networks91 topic
  9. Neural Networks92 topics
  10. Auditory Cortex81 topic
  11. Temporal Processing81 topic
  12. Audio-Visual Speech Recognition61 topic
  13. Speech Enhancement61 topic
  14. Ecomusicology41 topic
  15. Ethnomusicology41 topic
  16. Generative Adversarial Networks31 topic
  17. Image Synthesis31 topic
  18. Neural Machine Translation31 topic
  19. Statistical Machine Translation31 topic

Where does Dorien Herremans work?

Dorien Herremans's main affiliation in the publication record is Singapore University of Technology and Design, Singapore.

How many publications and citations does Dorien Herremans have?

Science Explorer counts 67 works and 136 citations for Dorien Herremans, ranking #744,971 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.