T. Huang, C. Dagli, S. Rajaram, E. Chang, M. Mandel, G. Poliner, and D. Ellis. Active Learning for Interactive Multimedia Retrieval. Invited Paper. Proceedings of the IEEE, Volume 96, Number 4: Pages 648 - 667, April 2008. DOI 10.1109/JPROC.2008.916364.

G. Poliner, D. Ellis, A. Ehmann, E. Gomez, S. Streich, and B. Ong. Melody Transcription from Music Audio: Approaches and Evaluation. IEEE Transactions on Audio, Speech, and Language Processing, Volume 15, Issue 4: Pages 1247 - 1256, May 2007. DOI 10.1109/TASL.2006.889797.

G. Poliner and D. Ellis. A Discriminative Model for Polyphonic Piano Transcription. EURASIP Journal on Advances in Signal Processing, Volume 2007, Article ID 48317, January 2007. DOI 10.1155/2007/48317.

D. Ellis and G. Poliner. Classification-Based Melody Transcription. Machine Learning Journal, Volume 65, Number 2 - 3: Pages 439 - 456, May 2006. DOI 10.1007/s10994-006-8373-9.

M. Mandel, G. Poliner, and D. Ellis. Support Vector Machine Active Learning for Music Retrieval. ACM Multimedia Systems Journal, Volume 12, Number 1: Pages 3 - 13, April 2006. DOI 10.1007/s00530-006-0032-2.

G. Poliner and D. Ellis. Improving Generalization for Classification-Based Polyphonic Piano Transcription. In Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Pages 86 - 89, New Paltz, October 2007. DOI 10.1109/ASPAA.2007.4393050.

D. Ellis and G. Poliner. Identifying Cover Songs with Chroma Features and Dynamic Programming Beat Tracking. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IV 1429 - 1432, Honolulu, April 2007. DOI 10.1109/ICASSP.2007.367348.

G. Poliner and D. Ellis. A Classification Approach to Melody Transcription. In Proc. International Conference on Music Information Retrieval (ISMIR), Pages 161 - 166, London, September 2005.

G. Poliner. Classification-Based Music Transcription. Ph.D. thesis, Columbia University, New York, May 2008.

E. Gomez, S. Streich, B. Ong, R. Paiva, S. Tappert, J. Batke, G. Poliner, D. Ellis, and J. Bello. A Quantitative Comparison of Different Approaches for Melody Extraction from Polyphonic Audio Recordings. MTG Technical Report: MTG-TR-2006-01, 2006.

G. Poliner and D. Ellis. A Classification Approach to Melody Transcription. Music Information Retrieval Evaluation eXchange (MIREX), London, September 2005.

M. Athineos, M. Mandel, G. Poliner, R. Coifman, and F. Geshwind. Methods and systems for music information retrieval. United States Patent Application 20070282860. Non-provisional filed May 14, 2007.

G. Poliner, M. Mandel, and D. Ellis. Methods, systems, and media for music classification. United States Patent Application 20080022844. Non-provisional filed August 16, 2006.