Dan Ellis
Impact in
- Signal Processing top 0.5%
- Speech and Audio Processing
- Music and Audio Processing
- Artificial Intelligence top 1%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Speech and dialogue systems
Papers in
-
- Music and Audio Processing 22
- Speech and Audio Processing 17
-
- Video Analysis and Summarization 7
- Music Technology and Sound Studies 5
- Advanced Image and Video Retrieval Techniques 5
- Human Pose and Action Recognition 3
- Co-authors
- Hynek Heřmanský (1 shared paper)Sanjay Sharma (1 shared paper)Nelson Morgan (6 shared papers)Ben Gold (2 shared papers)Tuomas Virtanen (3 shared papers)Mark D. Plumbley (3 shared papers)Shih‐Fu Chang (6 shared papers)Steven Greenberg (1 shared paper)
- Journals
- ACM Transactions on Multimedia Computing Communications and Applications (1 paper)Nature Communications (1 paper)IEEE Spectrum (1 paper)Columbia Academic Commons (Columbia University) (7 papers)International Joint Conference on Artificial Intelligence (1 paper)
- Partner nations
- United StatesUnited KingdomFinland
In The Last Decade
Dan Ellis
36 papers receiving 2.0k citations
Dan Ellis's Hit Papers
Peers
Comparison fields: 5 of 105
- Signal Processing 1.4k
- Artificial Intelligence 1.3k
- Computer Vision and Pattern Recognition 721
- Developmental Biology 55
- Experimental and Cognitive Psychology 149
Countries citing papers authored by Dan Ellis
This map shows the geographic impact of Dan Ellis'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 Dan Ellis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dan Ellis more than expected).
Fields of papers citing papers by Dan Ellis
This network shows the impact of papers produced by Dan Ellis. 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 Dan Ellis. The network helps show where Dan Ellis may publish in the future.
Co-authors
The 25 scholars most cited alongside Dan Ellis, 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 39 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Tandem connectionist feature extraction for conventional HMM systems Hit paper breakdown → | 2002 | 580 |
| 2 | Speech and Audio Signal Processing: Processing and Perception of Speech and Music | 1999 | 242 |
| 3 | 2017 | 176 | |
| 4 | 2011 | 172 | |
| 5 | INSIGHTS INTO SPOKEN LANGUAGE GLEANED FROM PHONETIC TRANSCRIPTION OF THE SWITCHBOARD CORPUS | 1996 | 114 |
| 6 | Proceedings of the 1999 DARPA Broadcast News Workshop | 1999 | 112 |
| 7 | 2001 | 109 | |
| 8 | 2007 | 105 | |
| 9 | 2007 | 89 | |
| 10 | Columbia-UCF TRECVID2010 multimedia event detection: Combining multiple modalities, contextual concepts, and temporal matching | 2010 | 80 |
| 11 | 2005 | 63 | |
| 12 | 2018 | 53 | |
| 13 | 2009 | 46 | |
| 14 | 2014 | 40 | |
| 15 | 2003 | 36 | |
| 16 | 2013 | 32 | |
| 17 | 1999 | 28 | |
| 18 | IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System | 2011 | 22 |
| 19 | Mid-level representations for Computational Auditory Scene Analysis | 1995 | 20 |
| 20 | 2017 | 17 |
About Dan Ellis
Dan Ellis is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Artificial Intelligence, Cognitive Neuroscience and Computer Networks and Communications, having authored 39 papers that have together received 2.2k indexed citations. Recurring topics across this work include Music and Audio Processing (22 papers), Speech and Audio Processing (17 papers), Speech Recognition and Synthesis (11 papers), Video Analysis and Summarization (7 papers), Music Technology and Sound Studies (5 papers), Advanced Image and Video Retrieval Techniques (5 papers), Hearing Loss and Rehabilitation (4 papers) and Human Pose and Action Recognition (3 papers). The work is most often cited by research in Signal Processing (1.4k citations), Artificial Intelligence (1.3k citations), Computer Vision and Pattern Recognition (721 citations), Developmental Biology (55 citations) and Experimental and Cognitive Psychology (149 citations). Dan Ellis has collaborated with scholars based in United States, United Kingdom and Finland. Frequent co-authors include Hynek Heřmanský, Sanjay Sharma, Nelson Morgan, Ben Gold, Tuomas Virtanen, Mark D. Plumbley, Shih‐Fu Chang, Steven Greenberg, Alexander C. Loui and Thilo Pfau. Their work appears in journals such as ACM Transactions on Multimedia Computing Communications and Applications, Nature Communications, IEEE Spectrum, Columbia Academic Commons (Columbia University) and International Joint Conference on Artificial Intelligence.
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.