Timo Gerkmann
Impact in
- Signal Processing top 0.1%
- Speech and Audio Processing
- Music and Audio Processing
- Blind Source Separation Techniques
- Computational Mechanics top 0.5%
- Advanced Adaptive Filtering Techniques
Papers in
-
- Speech and Audio Processing 131
- Music and Audio Processing 40
- Blind Source Separation Techniques 25
-
- Advanced Adaptive Filtering Techniques 80
- Co-authors
- Richard C. Hendriks (10 shared papers)Martin Krawczyk (7 shared papers)Rainer Martin (10 shared papers)Martin Krawczyk-Becker (13 shared papers)Julius Richter (17 shared papers)Simon Welker (21 shared papers)Colin Breithaupt (4 shared papers)Simon Doclo (28 shared papers)
- Journals
- IEEE/ACM Transactions on Audio Speech and Language Processing (15 papers)Journal of the Audio Engineering Society (3 papers)IEEE Transactions on Audio Speech and Language Processing (3 papers)IEEE Signal Processing Letters (2 papers)International Journal of Audiology (2 papers)
- Partner nations
- GermanyNetherlandsBelgium
In The Last Decade
Timo Gerkmann
141 papers receiving 2.7k citations
Timo Gerkmann's Hit Papers
Peers
Comparison fields: 5 of 79
- Signal Processing 2.6k
- Computational Mechanics 1.6k
- Cognitive Neuroscience 688
- Artificial Intelligence 884
- Pharmacy 44
Countries citing papers authored by Timo Gerkmann
This map shows the geographic impact of Timo Gerkmann'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 Timo Gerkmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Timo Gerkmann more than expected).
Fields of papers citing papers by Timo Gerkmann
This network shows the impact of papers produced by Timo Gerkmann. 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 Timo Gerkmann. The network helps show where Timo Gerkmann may publish in the future.
Co-authors
The 25 scholars most cited alongside Timo Gerkmann, 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 152 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Unbiased MMSE-Based Noise Power Estimation With Low Complexity and Low Tracking Delay Hit paper breakdown → | 2011 | 409 |
| 2 | 2015 | 172 | |
| 3 | 2014 | 157 | |
| 4 | Speech Enhancement and Dereverberation With Diffusion-Based Generative Models Hit paper breakdown → | 2023 | 138 |
| 5 | 2008 | 103 | |
| 6 | 2013 | 99 | |
| 7 | 2008 | 88 | |
| 8 | 2015 | 88 | |
| 9 | 2011 | 84 | |
| 10 | 2023 | 64 | |
| 11 | 2011 | 61 | |
| 12 | 2022 | 59 | |
| 13 | 2012 | 56 | |
| 14 | 2009 | 52 | |
| 15 | 2007 | 52 | |
| 16 | 2022 | 46 | |
| 17 | 2015 | 45 | |
| 18 | 2021 | 44 | |
| 19 | 2020 | 43 | |
| 20 | 2011 | 39 |
About Timo Gerkmann
Timo Gerkmann is a scholar working on Signal Processing, Computational Mechanics, Artificial Intelligence, Cognitive Neuroscience and Computer Vision and Pattern Recognition, having authored 152 papers that have together received 2.9k indexed citations. Recurring topics across this work include Speech and Audio Processing (131 papers), Advanced Adaptive Filtering Techniques (80 papers), Music and Audio Processing (40 papers), Speech Recognition and Synthesis (40 papers), Hearing Loss and Rehabilitation (32 papers), Blind Source Separation Techniques (25 papers), Acoustic Wave Phenomena Research (9 papers) and Image and Signal Denoising Methods (7 papers). The work is most often cited by research in Signal Processing (2.6k citations), Computational Mechanics (1.6k citations), Cognitive Neuroscience (688 citations), Artificial Intelligence (884 citations) and Pharmacy (44 citations). Timo Gerkmann has collaborated with scholars based in Germany, Netherlands and Belgium. Frequent co-authors include Richard C. Hendriks, Martin Krawczyk, Rainer Martin, Martin Krawczyk-Becker, Julius Richter, Simon Welker, Colin Breithaupt, Simon Doclo, Jean-Marie Lemercier and Jonathan Le Roux. Their work appears in journals such as IEEE/ACM Transactions on Audio Speech and Language Processing, Journal of the Audio Engineering Society, IEEE Transactions on Audio Speech and Language Processing, IEEE Signal Processing Letters and International Journal of Audiology.
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.