Michael Mandel
Impact in
- Signal Processing top 0.2%
- Speech and Audio Processing
- Music and Audio Processing
- Blind Source Separation Techniques
- Artificial Intelligence top 2%
- Speech Recognition and Synthesis
- Neural Networks and Applications
Papers in
-
- Speech and Audio Processing 32
- Music and Audio Processing 22
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- Speech Recognition and Synthesis 18
- Speech and dialogue systems 3
- Co-authors
- Daniel P. W. Ellis (20 shared papers)Ron J. Weiss (3 shared papers)Hakan Erdoğan (2 shared papers)Shinji Watanabe (2 shared papers)John R. Hershey (2 shared papers)Tony Jebara (2 shared papers)Yoshua Bengio (3 shared papers)Jonathan Le Roux (1 shared paper)
- Journals
- IEEE/ACM Transactions on Audio Speech and Language Processing (2 papers)IEEE Transactions on Audio Speech and Language Processing (2 papers)Proceedings of the VLDB Endowment (2 papers)Nature (1 paper)Speech Communication (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Michael Mandel
72 papers receiving 2.4k citations
Michael Mandel's Hit Papers
Peers
Comparison fields: 5 of 83
- Signal Processing 1.6k
- Artificial Intelligence 641
- Computer Vision and Pattern Recognition 288
- Computer Science Applications 42
- Human-Computer Interaction 48
Countries citing papers authored by Michael Mandel
This map shows the geographic impact of Michael Mandel'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 Michael Mandel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Mandel more than expected).
Fields of papers citing papers by Michael Mandel
This network shows the impact of papers produced by Michael Mandel. 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 Michael Mandel. The network helps show where Michael Mandel may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael Mandel, 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 74 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks Hit paper breakdown → | 2016 | 239 |
| 2 | 2009 | 233 | |
| 3 | 2020 | 230 | |
| 4 | Learning Algorithms for the Classification Restricted Boltzmann Machine | 2012 | 229 |
| 5 | 2005 | 194 | |
| 6 | 2016 | 150 | |
| 7 | 2008 | 101 | |
| 8 | 2006 | 99 | |
| 9 | 2009 | 91 | |
| 10 | 2007 | 87 | |
| 11 | 2008 | 81 | |
| 12 | Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation | 2004 | 77 |
| 13 | 2007 | 67 | |
| 14 | 2008 | 65 | |
| 15 | 2017 | 51 | |
| 16 | 2010 | 43 | |
| 17 | 2013 | 33 | |
| 18 | 2010 | 28 | |
| 19 | 2025 | 28 | |
| 20 | 2015 | 26 |
About Michael Mandel
Michael Mandel is a scholar working on Signal Processing, Artificial Intelligence, Human-Computer Interaction, Computer Vision and Pattern Recognition and Information Systems, having authored 74 papers that have together received 2.6k indexed citations. Recurring topics across this work include Speech and Audio Processing (32 papers), Music and Audio Processing (22 papers), Speech Recognition and Synthesis (18 papers), Music Technology and Sound Studies (5 papers), Interactive and Immersive Displays (3 papers), Speech and dialogue systems (3 papers), Phonetics and Phonology Research (2 papers) and Recommender Systems and Techniques (2 papers). The work is most often cited by research in Signal Processing (1.6k citations), Artificial Intelligence (641 citations), Computer Vision and Pattern Recognition (288 citations), Computer Science Applications (42 citations) and Human-Computer Interaction (48 citations). Michael Mandel has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Daniel P. W. Ellis, Ron J. Weiss, Hakan Erdoğan, Shinji Watanabe, John R. Hershey, Tony Jebara, Yoshua Bengio, Jonathan Le Roux, Graham E. Poliner and Razvan Pascanu. Their work appears in journals such as IEEE/ACM Transactions on Audio Speech and Language Processing, IEEE Transactions on Audio Speech and Language Processing, Proceedings of the VLDB Endowment, Nature and Speech Communication.
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.