Siegfried Kunzmann
Siegfried Kunzmann publishes mostly in Artificial Intelligence, Signal Processing and Computer Networks and Communications, on topics such as Speech Recognition and Synthesis, Speech and dialogue systems and Speech and Audio Processing.
- World rank
- #1,541,735 of 1,633,909 ranked researchers
- Rank in United States
- #345,507 of 358,040
- Works
- 16
- Citations
- 30
- Citations per work
- 1.9
What does Siegfried Kunzmann research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence59% of their works
- 2Signal Processing28% of their works
- 3Computer Networks and Communications3% of their works
- 4Hardware and Architecture3% of their works
- 5Computational Mathematics3% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
Which keywords describe Siegfried Kunzmann'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, Markov Decision Processes and Speech Enhancement.
- Stochastic Gradient Descent
- Self-Organizing Maps
- Neural Machine Translation
- Backpropagation Learning
- Audio Signal Classification
- Speech Enhancement
- Audio-Visual Speech Recognition
- Deep Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Acoustic Modeling
- Neural Networks
- Markov Decision Processes
- Spoken Dialogue Systems
- Music Information Retrieval
- Machine Translation
- Random Projections
- Statistical Machine Translation
- Word 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 19 words, with their numbers
- Convolutional Neural Networks112 topics
- Deep Learning104 topics
- Acoustic Modeling81 topic
- Deep Neural Networks81 topic
- Neural Networks84 topics
- Audio-Visual Speech Recognition51 topic
- Markov Decision Processes51 topic
- Speech Enhancement51 topic
- Spoken Dialogue Systems51 topic
- Audio Signal Classification31 topic
- Music Information Retrieval31 topic
- Backpropagation Learning11 topic
- Machine Translation11 topic
- Neural Machine Translation11 topic
- Random Projections11 topic
- Self-Organizing Maps11 topic
- Statistical Machine Translation11 topic
- Stochastic Gradient Descent11 topic
- Word Representation11 topic
Where does Siegfried Kunzmann work?
Siegfried Kunzmann's main affiliation in the publication record is Amazon (United States), United States.
How many publications and citations does Siegfried Kunzmann have?
Science Explorer counts 16 works and 30 citations for Siegfried Kunzmann, ranking #1,541,735 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.