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Researcher · Laboratoire Traitement et Communication de l’Information · France

Antoine Liutkus

Antoine Liutkus publishes mostly in Signal Processing, Artificial Intelligence and Computational Mechanics, on topics such as Speech and Audio Processing, Music and Audio Processing and Blind Source Separation Techniques.

ORCID 0000-0002-3458-6498 OpenAlex
World rank
#689,976
of 7,710,434 ranked researchers
Rank in France
#34,272
of 324,115
Works
139
Citations
3.3k
Citations per work
23.5
h-index
28
i10-index 47Top 4.9% in Signal Processing
Antoine Liutkus

What does Antoine Liutkus research?

Antoine Liutkus's work is mostly in Computer Science (78%), Engineering (9%), Neuroscience (2%).

Physical Sciences: 121 works · 86.9% of their workComputer Science: 108 works · 77.6% of their workSignal Processing: 87 works · 62.3% of their workArtificial Intelligence: 14 works · 10.4% of their workComputer Vision and Pattern Recognition: 7 works · 4.9% of their workEngineering: 13 works · 9.3% of their workComputational Mechanics: 11 works · 8.1% of their workBiomedical Engineering: 2 works · 1.2% of their workEverything else: 15 works · 11.1% of their workLife Sciences: 3 works · 2.0% of their workNeuroscience: 3 works · 2.0% of their workCognitive Neuroscience: 3 works · 2.0% of their workTHEIR WORKAntoine Liutkus139works
Life Sciences2%Physical Sciences87%

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 Science10877.6%
    2. Engineering139.3%
  2. Everything else1511.1%
    1. Neuroscience32.0%
  1. 1Signal Processing62% of their works
  2. 2Artificial Intelligence10% of their works
  3. 3Computational Mechanics8% of their works
  4. 4Computer Vision and Pattern Recognition5% of their works
  5. 5Cognitive Neuroscience2% of their works
  6. 6Biomedical Engineering1% of their works

Research topics

Which keywords describe Antoine Liutkus's research?

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

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 20 words, with their numbers
  1. Deep Learning1643 topics
  2. Neural Networks982 topics
  3. Audio-Visual Speech Recognition941 topic
  4. Speech Enhancement941 topic
  5. Convolutional Neural Networks842 topics
  6. Audio Signal Classification661 topic
  7. Music Information Retrieval661 topic
  8. Sparse Representation562 topics
  9. Blind Separation521 topic
  10. Independent Component Analysis521 topic
  11. Adaptive Filtering241 topic
  12. Non-Gaussian Signal Processing241 topic
  13. Acoustic Modeling181 topic
  14. Deep Neural Networks181 topic
  15. Interactive Evolutionary Computation61 topic
  16. Music Generation61 topic
  17. Backpropagation Learning41 topic
  18. Compressed Sensing41 topic
  19. Self-Organizing Maps41 topic
  20. Signal Recovery41 topic

Where does Antoine Liutkus work?

Antoine Liutkus's main affiliation in the publication record is Laboratoire Traitement et Communication de l’Information, France.

How many publications and citations does Antoine Liutkus have?

OpenAlex counts 139 works and 3,265 citations for Antoine Liutkus, an h-index of 28, ranking #689,976 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.

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