Nancy Bertin
Impact in
- Signal Processing top 0.5%
- Speech and Audio Processing
- Blind Source Separation Techniques
- Music and Audio Processing
- Computational Mathematics top 5%
Papers in
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- Speech and Audio Processing 22
- Music and Audio Processing 15
- Blind Source Separation Techniques 9
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- Image and Signal Denoising Methods 5
- Music Technology and Sound Studies 5
- Co-authors
- Cédric Févotte (1 shared paper)Jean-Louis Durrieu (1 shared paper)Emmanuel Vincent (12 shared papers)Roland Badeau (11 shared papers)Rémi Gribonval (10 shared papers)Frédéric Bimbot (2 shared papers)Laurent Daudet (2 shared papers)François Ollivier (1 shared paper)
In The Last Decade
Nancy Bertin
32 papers receiving 1.6k citations
Nancy Bertin's Hit Papers
Peers
Comparison fields: 5 of 92
- Signal Processing 1.3k
- Computational Mathematics 36
- Computational Mechanics 542
- Computer Vision and Pattern Recognition 525
- Acoustics and Ultrasonics 6
Countries citing papers authored by Nancy Bertin
This map shows the geographic impact of Nancy Bertin'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 Nancy Bertin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nancy Bertin more than expected).
Fields of papers citing papers by Nancy Bertin
This network shows the impact of papers produced by Nancy Bertin. 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 Nancy Bertin. The network helps show where Nancy Bertin may publish in the future.
Co-authors
The 25 scholars most cited alongside Nancy Bertin, 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 32 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis Hit paper breakdown → | 2008 | 764 |
| 2 | 2009 | 160 | |
| 3 | 2010 | 130 | |
| 4 | 2012 | 128 | |
| 5 | 2014 | 97 | |
| 6 | 2008 | 75 | |
| 7 | Sequential minimal eigenvalues - an approach to analysis dictionary learning | 2011 | 39 |
| 8 | 2010 | 39 | |
| 9 | 2015 | 25 | |
| 10 | MAPS - A piano database for multipitch estimation and automatic transcription of music | 2010 | 24 |
| 11 | 2015 | 21 | |
| 12 | 2021 | 20 | |
| 13 | TWO NONNEGATIVE MATRIX FACTORIZATION METHODS FOR POLYPHONIC PITCH TRANSCRIPTION | 2007 | 13 |
| 14 | 2015 | 12 | |
| 15 | 2009 | 11 | |
| 16 | 2016 | 11 | |
| 17 | 2021 | 10 | |
| 18 | 2018 | 9 | |
| 19 | 2018 | 9 | |
| 20 | 2015 | 8 |
About Nancy Bertin
Nancy Bertin is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Computational Mechanics, Cognitive Neuroscience and Artificial Intelligence, having authored 32 papers that have together received 1.6k indexed citations. Recurring topics across this work include Speech and Audio Processing (22 papers), Music and Audio Processing (15 papers), Blind Source Separation Techniques (9 papers), Advanced Adaptive Filtering Techniques (6 papers), Image and Signal Denoising Methods (5 papers), Music Technology and Sound Studies (5 papers), Sparse and Compressive Sensing Techniques (5 papers) and Hearing Loss and Rehabilitation (3 papers). The work is most often cited by research in Signal Processing (1.3k citations), Computational Mathematics (36 citations), Computational Mechanics (542 citations), Computer Vision and Pattern Recognition (525 citations) and Acoustics and Ultrasonics (6 citations). Nancy Bertin has collaborated with scholars based in France, Israel and Burundi. Frequent co-authors include Cédric Févotte, Jean-Louis Durrieu, Emmanuel Vincent, Roland Badeau, Rémi Gribonval, Frédéric Bimbot, Laurent Daudet, François Ollivier, Gilles Chardon and Srđan Kitić. Their work appears in journals such as IEEE Transactions on Audio Speech and Language Processing, The Journal of the Acoustical Society of America, IEEE Robotics and Automation Letters, Speech Communication and IEEE Transactions on Signal Processing.
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.