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Researcher · Columbia University · United States

Daniel P. W. Ellis

Daniel P. W. Ellis publishes mostly in Signal Processing, Computer Vision and Pattern Recognition and Artificial Intelligence, on topics such as Music and Audio Processing, Speech and Audio Processing and Music Technology and Sound Studies.

ORCID 0000-0002-5076-4311 OpenAlex
World rank
#1,765
of 1,633,909 ranked researchers
Rank in United States
#780
of 358,040
Works
93
Citations
1.7k
Citations per work
18.3

What does Daniel P. W. Ellis research?

Signal Processing: 48.5%Computer Vision and Pattern Recognition: 18.4%Artificial Intelligence: 10.7%Computational Mechanics: 2.9%other fields: 19.5%48%top field
Signal Processing48.5%Computer Vision and Pattern Recognition18.4%Artificial Intelligence10.7%Computational Mechanics2.9%other fields19.5%

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

  1. 1Signal Processing48% of their works
  2. 2Computer Vision and Pattern Recognition18% of their works
  3. 3Artificial Intelligence11% of their works
  4. 4Computational Mechanics3% of their works
  5. 5Music3% of their works
  6. 6Biomedical Engineering2% of their works

Research topics

Which keywords describe Daniel P. W. Ellis's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Audio Signal Classification, Music Information Retrieval, Audio-Visual Speech Recognition, Speech Enhancement, Interactive Evolutionary Computation and Music Generation.

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 18 words, with their numbers
  1. Deep Learning482 topics
  2. Convolutional Neural Networks312 topics
  3. Audio Signal Classification251 topic
  4. Music Information Retrieval251 topic
  5. Audio-Visual Speech Recognition231 topic
  6. Speech Enhancement231 topic
  7. Interactive Evolutionary Computation121 topic
  8. Music Generation121 topic
  9. Acoustic Modeling61 topic
  10. Deep Neural Networks61 topic
  11. Adaptive Filtering31 topic
  12. Content-Based Retrieval31 topic
  13. Ecomusicology31 topic
  14. Ethnomusicology31 topic
  15. Non-Gaussian Signal Processing31 topic
  16. Video Summarization31 topic
  17. Food Production21 topic
  18. Mathematical Modeling21 topic

Where does Daniel P. W. Ellis work?

Daniel P. W. Ellis's main affiliation in the publication record is Columbia University, United States.

How many publications and citations does Daniel P. W. Ellis have?

Science Explorer counts 93 works and 1,702 citations for Daniel P. W. Ellis, ranking #1,765 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.