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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
#255,392
of 7,710,434 ranked researchers
Rank in United States
#93,801
of 1,627,098
Works
365
Citations
22k
Citations per work
60.5
h-index
62
i10-index 181Top 0.3% in Signal Processing
Daniel P. W. Ellis

What does Daniel P. W. Ellis research?

Daniel P. W. Ellis's work is mostly in Computer Science (77%), Neuroscience (4%), Arts and Humanities (3%).

Physical Sciences: 286 works · 78.4% of their workComputer Science: 281 works · 77.0% of their workSignal Processing: 178 works · 48.9% of their workComputer Vision and Pattern Recognition: 58 works · 16.0% of their workArtificial Intelligence: 44 works · 12.1% of their workEngineering: 5 works · 1.4% of their workBiomedical Engineering: 5 works · 1.4% of their workEverything else: 51 works · 13.9% of their workLife Sciences: 16 works · 4.3% of their workNeuroscience: 16 works · 4.3% of their workCognitive Neuroscience: 16 works · 4.3% of their workSocial Sciences: 12 works · 3.4% of their workArts and Humanities: 12 works · 3.4% of their workMusic: 12 works · 3.4% of their workTHEIR WORKDaniel P. W.Ellis365works
Life Sciences4%Physical Sciences78%Social Sciences3%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science28177.0%
    2. Engineering51.4%
  2. Everything else5113.9%
    1. Neuroscience164.3%
    1. Arts and Humanities123.4%
  1. 1Signal Processing49% of their works
  2. 2Computer Vision and Pattern Recognition16% of their works
  3. 3Artificial Intelligence12% of their works
  4. 4Cognitive Neuroscience4% of their works
  5. 5Music3% of their works
  6. 6Biomedical Engineering1% 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 Learning4302 topics
  2. Convolutional Neural Networks3112 topics
  3. Audio Signal Classification2311 topic
  4. Music Information Retrieval2311 topic
  5. Audio-Visual Speech Recognition1991 topic
  6. Speech Enhancement1991 topic
  7. Interactive Evolutionary Computation1041 topic
  8. Music Generation1041 topic
  9. Acoustic Modeling801 topic
  10. Deep Neural Networks801 topic
  11. Ecomusicology311 topic
  12. Ethnomusicology311 topic
  13. Cognitive Decline291 topic
  14. Hearing Loss291 topic
  15. Blind Separation271 topic
  16. Independent Component Analysis271 topic
  17. Content-Based Retrieval171 topic
  18. Video Summarization171 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?

OpenAlex counts 365 works and 22,084 citations for Daniel P. W. Ellis, an h-index of 62, ranking #255,392 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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