Georg Heigold
Impact in
- Signal Processing top 0.5%
- Speech and Audio Processing
- Music and Audio Processing
- Artificial Intelligence top 0.5%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Topic Modeling
- Speech and dialogue systems
Papers in
-
- Speech Recognition and Synthesis 41
- Natural Language Processing Techniques 21
- Topic Modeling 12
- Speech and dialogue systems 8
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- Music and Audio Processing 21
- Speech and Audio Processing 20
- Co-authors
- Guoguo Chen (1 shared paper)Carolina Parada (1 shared paper)Samy Bengio (2 shared papers)Hermann Ney (33 shared papers)Andrew Senior (8 shared papers)Noam Shazeer (1 shared paper)Ignacio López Moreno (1 shared paper)Ralf Schlüter (21 shared papers)
- Journals
- IEEE Transactions on Audio Speech and Language Processing (5 papers)IEEE Journal of Selected Topics in Signal Processing (2 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)IEEE Signal Processing Magazine (1 paper)International Journal on Document Analysis and Recognition (IJDAR) (1 paper)
- Partner nations
- GermanyUnited StatesSwitzerland
In The Last Decade
Georg Heigold
56 papers receiving 1.9k citations
Georg Heigold's Hit Papers
Peers
Comparison fields: 5 of 105
- Signal Processing 1.2k
- Artificial Intelligence 1.8k
- Computer Vision and Pattern Recognition 462
- Human-Computer Interaction 42
- Media Technology 44
Countries citing papers authored by Georg Heigold
This map shows the geographic impact of Georg Heigold's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Georg Heigold with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Georg Heigold more than expected).
Fields of papers citing papers by Georg Heigold
This network shows the impact of papers produced by Georg Heigold. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Georg Heigold. The network helps show where Georg Heigold may publish in the future.
Co-authors
The 25 scholars most cited alongside Georg Heigold, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 59 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Small-footprint keyword spotting using deep neural networks Hit paper breakdown → | 2014 | 367 |
| 2 | End-to-end text-dependent speaker verification Hit paper breakdown → | 2016 | 334 |
| 3 | 2013 | 201 | |
| 4 | An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale | 2021 | 143 |
| 5 | 2013 | 116 | |
| 6 | 2014 | 95 | |
| 7 | 2014 | 73 | |
| 8 | 2009 | 51 | |
| 9 | 2014 | 46 | |
| 10 | 2008 | 42 | |
| 11 | 2007 | 38 | |
| 12 | 2017 | 36 | |
| 13 | 2013 | 34 | |
| 14 | 2006 | 31 | |
| 15 | 2015 | 29 | |
| 16 | 2010 | 29 | |
| 17 | 2012 | 28 | |
| 18 | 2007 | 23 | |
| 19 | 2010 | 22 | |
| 20 | 2007 | 22 |
About Georg Heigold
Georg Heigold is a scholar working on Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Experimental and Cognitive Psychology and Control and Systems Engineering, having authored 59 papers that have together received 2.2k indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (41 papers), Natural Language Processing Techniques (21 papers), Music and Audio Processing (21 papers), Speech and Audio Processing (20 papers), Topic Modeling (12 papers), Speech and dialogue systems (8 papers), Handwritten Text Recognition Techniques (5 papers) and Multimodal Machine Learning Applications (4 papers). The work is most often cited by research in Signal Processing (1.2k citations), Artificial Intelligence (1.8k citations), Computer Vision and Pattern Recognition (462 citations), Human-Computer Interaction (42 citations) and Media Technology (44 citations). Georg Heigold has collaborated with scholars based in Germany, United States and Switzerland. Frequent co-authors include Guoguo Chen, Carolina Parada, Samy Bengio, Hermann Ney, Andrew Senior, Noam Shazeer, Ignacio López Moreno, Ralf Schlüter, Vincent Vanhoucke and Matthieu Devin. Their work appears in journals such as IEEE Transactions on Audio Speech and Language Processing, IEEE Journal of Selected Topics in Signal Processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Signal Processing Magazine and International Journal on Document Analysis and Recognition (IJDAR).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.