Niko Brümmer
Niko Brümmer publishes mostly in Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Speech Recognition and Synthesis, Speech and Audio Processing and Music and Audio Processing.
- World rank
- #157,343 of 1,633,909 ranked researchers
- Rank in Czechia
- #321 of 9,029
- Works
- 23
- Citations
- 179
- Citations per work
- 7.8
What does Niko Brümmer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing48% of their works
- 2Artificial Intelligence43% of their works
- 3Computer Vision and Pattern Recognition5% of their works
- 4Statistical and Nonlinear Physics5% of their works
Research topics
Which keywords describe Niko Brümmer's research?
The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Neural Networks, Acoustic Modeling, Audio-Visual Speech Recognition, Deep Neural Networks, Speech Enhancement and Audio Signal Classification.
- Transfer Learning
- Scientific Computing
- Partial Differential Equations
- Model Reduction
- Generative Adversarial Networks
- Unsupervised Learning
- Machine Learning
- Audio Signal Classification
- Deep Neural Networks
- Acoustic Modeling
- Convolutional Neural Networks
- Deep Learning
- Neural Networks
- Audio-Visual Speech Recognition
- Speech Enhancement
- Music Information Retrieval
- Representation Learning
- Domain Adaptation
- Image Synthesis
- Neural Machine Translation
- Python
- Statistical Machine Translation
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 22 words, with their numbers
- Deep Learning124 topics
- Convolutional Neural Networks102 topics
- Neural Networks72 topics
- Acoustic Modeling61 topic
- Audio-Visual Speech Recognition61 topic
- Deep Neural Networks61 topic
- Speech Enhancement61 topic
- Audio Signal Classification41 topic
- Music Information Retrieval41 topic
- Machine Learning22 topics
- Representation Learning22 topics
- Unsupervised Learning22 topics
- Domain Adaptation11 topic
- Generative Adversarial Networks11 topic
- Image Synthesis11 topic
- Model Reduction11 topic
- Neural Machine Translation11 topic
- Partial Differential Equations11 topic
- Python11 topic
- Scientific Computing11 topic
- Statistical Machine Translation11 topic
- Transfer Learning11 topic
Where does Niko Brümmer work?
Niko Brümmer's main affiliation in the publication record is Brno University of Technology, Czechia.
How many publications and citations does Niko Brümmer have?
Science Explorer counts 23 works and 179 citations for Niko Brümmer, ranking #157,343 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.
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