Selected Publications:
Video Soundtracks / Environmental Audio:
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C. Cotton and D. Ellis,
Characterizing Audio Events for Video Soundtrack Analysis,
PhD thesis, Department of Electrical Engineering, Columbia University, January 2013.
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C. Cotton and D. Ellis,
Subband Autocorrelation Features for Video Soundtrack Classification,
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, May 2013.
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C. Cotton and D. Ellis,
Spectral vs. Spectro-Temporal Features for Acoustic Event Detection,
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Mohonk NY, October 2011.
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C. Cotton, D. Ellis, and A. Loui,
Soundtrack Classification by Transient Events,
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, May 2011.
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W. Jiang, C. Cotton, S.-F. Chang, D. Ellis, and A. Loui,
Short-Term Audio-Visual Atoms for Generic Video Concept Classification,
Proc. ACM International Conference on MultiMedia, Beijing, October 2009.
Fingerprinting / Matching Pursuit:
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C. Cotton and D. Ellis,
Audio Fingerprinting to Identify Multiple Videos of an Event,
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas TX, March 2010.
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C. Cotton and D. Ellis,
Finding Similar Acoustic Events using Matching Pursuit and Locality-Sensitive Hashing,
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Mohonk NY, October 2009.
Music:
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D. Ellis, C. Cotton, and M. Mandel,
Cross-Correlation of Beat-Synchronous Representations for Music Similarity,
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 57-60, Las Vegas, April 2008.
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D. Ellis and C. Cotton,
The 2007 LabROSA Cover Song Detection System,
MIREX 2007 Audio Cover Song Evaluation system description, September 2007.