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Research Area: Search Technologies, Machine Learning, Econ and Social Sys, Web Information Management |
Profile
Malcolm joined Yahoo! Research in 2005. He is interested in all manners of perception, signal processing, and multimedia analysis and modification. For the last 20 years he has organized the Stanford CCRMA Hearing Seminar. Before joining Yahoo he was a researcher at IBM's Almaden Research Center working on multimedia analysis and user models.
He has also been employed by Interval Research, Apple's Advanced Technology Group, Schlumberger's Palo Alto Research Laboratory, and Bell Labs.
He is the coauthor of the book "Principles of Computerized Tomographic Imaging," which was recently republished by SIAM as a "Classics in Applied Mathematics".
He is coeditor of the book "Computational Models of Auditory Function." He is a Fellow of the IEEE.
Recent Publications, Projects and News
- Web-Scale Multimedia Analysis: Does Content Matter? Malcolm Slaney, IEEE Multimedia Magazine, IEEE, 2011 [view abstract]
- Precision-Recall Is Wrong for Multimedia Malcolm Slaney, IEEE Multimedia Magazine, IEEE, 2011 [view abstract]
- A CLASSIFICATION-BASED POLYPHONIC PIANO TRANSCRIPTION APPROACH USING LEARNED FEATURE REPRESENTATIONS Juhan Nam; Jiquan Ngiam; Honglak Lee; Malcolm Slaney, International Symposium on Music Information Retrieval (ISMIR), 2011 [view abstract]
- Solving Demodulation as an Optimization Problem Greg Sell; Malcolm Slaney, IEEE Transactions on Audio, Speech and Language Processing, IEEE, 2010, 8 [view abstract]
- Image classification using the web graph Dhruv Kumar Mahajan; Malcolm Slaney, ACM Multimedia, ACM, 2010 [view abstract]
- Processing web-scale multimedia data Malcolm Slaney; Edward Y. Chang, ACM Multimedia, ACM, 2010 [view abstract]
- Multimodal retrieval and ranking: More than waveforms Malcolm Slaney, 11th ACM SIGMM International Conference on Multimedia Information Retrieval, ACM, 2010 [view abstract]
- THE INFORMATION CONTENT OF DEMODULATED SPEECH Greg Selll; Malcolm Slaney, 2010 International Conference on Audio, Speech and Language Processing, 2010 [view abstract]
- Reconciliation of human and machine speech recogntition performance Misha Pavel; Malcolm Slaney; Hynek Hermansky, International Conference on Acoustics, Speech and Signal Processing, IEEE, 2009 [view abstract]
- Reliable Tags Using Image Similarity: Mining Specificity and Expertise from Large-Scale Multimedia Databases Lyndon Kennedy; Malcolm Slaney; Kilian Weinberger, 2009 ACM Multimedia: Workshop on Web-Scale Multimedia Corpus, Beijing, 2009 [view abstract]
- Unsupervised Image Ranking Eva Hörster; Malcolm Slaney; Marc’Aurelio Ranzato; Kilian Weinberger, 2009 ACM Multimedia: Workshop on Large-Scale Multimedia Retrieval and Mining, ACM, 2009 [view abstract]
- Periodicity detection and localization using spike timing from the AER EAR Yu, Theodore Schwartz, Andrew ; Harris, John ; Slaney, Malcolm ; Liu, Shih-Chii, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009., IEEE, 2009 [view abstract]