Antoine Liutkus
Antoine Liutkus publishes mostly in Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Speech and Audio Processing, Music and Audio Processing and Blind Source Separation Techniques.
- World rank
- #109,125 of 1,633,909 ranked researchers
- Rank in France
- #5,654 of 96,116
- Works
- 37
- Citations
- 165
- Citations per work
- 4.5
What does Antoine Liutkus research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing57% of their works
- 2Artificial Intelligence21% of their works
- 3Computer Vision and Pattern Recognition14% of their works
- 4Statistical and Nonlinear Physics4% of their works
- 5Statistics and Probability4% of their works
Research topics
Which keywords describe Antoine Liutkus's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Convolutional Neural Networks, Audio-Visual Speech Recognition, Speech Enhancement, Audio Signal Classification, Blind Separation and Independent Component Analysis.
- Stochastic Gradient Descent
- Music Generation
- Interactive Evolutionary Computation
- Self-Organizing Maps
- Backpropagation Learning
- Hidden Markov Models
- Independent Component Analysis
- Audio Signal Classification
- Audio-Visual Speech Recognition
- Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Speech Enhancement
- Blind Separation
- Music Information Retrieval
- Acoustic Modeling
- Deep Neural Networks
- Clustering
- Mixture Models
- Random Projections
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
- Deep Learning144 topics
- Neural Networks93 topics
- Convolutional Neural Networks72 topics
- Audio-Visual Speech Recognition61 topic
- Speech Enhancement61 topic
- Audio Signal Classification51 topic
- Blind Separation51 topic
- Independent Component Analysis51 topic
- Music Information Retrieval51 topic
- Hidden Markov Models32 topics
- Acoustic Modeling21 topic
- Backpropagation Learning21 topic
- Deep Neural Networks21 topic
- Self-Organizing Maps21 topic
- Clustering11 topic
- Interactive Evolutionary Computation11 topic
- Mixture Models11 topic
- Music Generation11 topic
- Random Projections11 topic
- Stochastic Gradient Descent11 topic
Where does Antoine Liutkus work?
Antoine Liutkus's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.
How many publications and citations does Antoine Liutkus have?
Science Explorer counts 37 works and 165 citations for Antoine Liutkus, ranking #109,125 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.