Daniel P. W. Ellis

Audio Set: An ontology and human-labeled dataset for audio events

Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman et al. · 2017 · 3K citations

Computing, Computer Science, Computer Vision +16

librosa: Audio and Music Signal Analysis in Python

Brian McFee, Colin Raffel, Dawen Liang et al. · Proceedings of the Python in Science Conferences · 2015 · 2.9K citations · Full text

Humanities, Musicology, Information Retrieval +15

CNN architectures for large-scale audio classification

Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis et al. · 2017 · 2.5K citations

Computing, Computer Science, Acoustics +10

The Million Song Dataset

Thierry Bertin-Mahieux, Daniel P. W. Ellis, Brian Whitman et al. · 2011 · 831 citations · Full text

Computing, Computer Science, Data Science +12

The ICSI Meeting Corpus

Adam Janin, Don Baron, Jane A. Edwards et al. · 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2003 · 672 citations

Computing, Computer Science, Linguistics +17