Martin Karafiát
Martin Karafiát publishes mostly in Artificial Intelligence and Signal Processing, on topics such as Speech Recognition and Synthesis, Speech and Audio Processing and Music and Audio Processing.
- World rank
- #157,508 of 1,633,909 ranked researchers
- Rank in Czechia
- #322 of 9,029
- Works
- 30
- Citations
- 189
- Citations per work
- 6.3
What does Martin Karafiát research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence58% of their works
- 2Signal Processing42% of their works
Research topics
Which keywords describe Martin Karafiát's research?
The keywords of their largest research topics: Convolutional Neural Networks, Deep Learning, Acoustic Modeling, Deep Neural Networks, Neural Networks, Audio-Visual Speech Recognition, Speech Enhancement and Feature Extraction.
- Time Series
- Clustering
- Self-Organizing Maps
- Spoken Dialogue Systems
- Statistical Machine Translation
- Music Information Retrieval
- Feature Extraction
- Audio-Visual Speech Recognition
- Deep Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Acoustic Modeling
- Neural Networks
- Speech Enhancement
- Audio Signal Classification
- Neural Machine Translation
- Markov Decision Processes
- Backpropagation Learning
- Blind Separation
- Independent Component Analysis
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
- Convolutional Neural Networks172 topics
- Deep Learning164 topics
- Acoustic Modeling121 topic
- Deep Neural Networks121 topic
- Neural Networks102 topics
- Audio-Visual Speech Recognition81 topic
- Speech Enhancement81 topic
- Feature Extraction62 topics
- Audio Signal Classification51 topic
- Music Information Retrieval51 topic
- Neural Machine Translation41 topic
- Statistical Machine Translation41 topic
- Markov Decision Processes31 topic
- Spoken Dialogue Systems31 topic
- Backpropagation Learning21 topic
- Self-Organizing Maps21 topic
- Blind Separation11 topic
- Clustering11 topic
- Independent Component Analysis11 topic
- Time Series11 topic
Where does Martin Karafiát work?
Martin Karafiát's main affiliation in the publication record is Brno University of Technology, Czechia.
How many publications and citations does Martin Karafiát have?
Science Explorer counts 30 works and 189 citations for Martin Karafiát, ranking #157,508 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.