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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 15 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."
Recent Publications, Projects and News
- 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]
- Reconciliation of human and machine speech recogntition performance Misha Pavel; Malcolm Slaney; Hynek Hermansky, International Conference on Acoustics, Speech and Signal Processing, IEEE, 2009
- Resolving Tag Ambiguity Kilian Weinberger; Malcolm Slaney; Roelof Zwol, ACM Multimedia, ACM, 2008 [view abstract]
- Continuous Visual Vocabulary Models for pLSA-Based Scene Recognition Eva Hörster; Rainer Lienhart; Malcolm Slaney, ACM International Conference on Image and Video Retrieval (CIVR), ACM, 2008 [view abstract]
- Analysis of Minimum Distances in High-Dimensional Musical Spaces Michael Casey; Christophe Rhodes; Malcolm Slaney, IEEE Transactions on Audio, Speech, and Language Processing, IEEE, 2008, 5 [view abstract]
- Content-Based Music Information Retrieval: Current Directions and Future Challenges Michael A. Casey; R. Veltkamp; M. Goto; M. Leman; C. Rhodes; Malcolm Slaney, Proceedings of the IEEE, IEEE, 2008, 4 [view abstract]
- Locality-Sensitive Hashing for Finding Nearest Neighbors Malcolm Slaney; Michael Casey, IEEE Signal Processing Magazine, 2008, 2
- Introduction to the Special Issue on Music Information Retrieval Malcolm Slaney; D. P. W. Ellis; M. Sandler; M. Goto; M. Goodwin, IEEE Transactions on Audio, Speech, and Language Processing, IEEE, 2008, 2
- Learning a metric for music similiarity Malcolm Slaney; Kilian Weinberger; William White, Proceedings of the International Society of Music-Information Retrieval, 2008 [view abstract]
- Acoustic Chord Transcription and Key Extraction From Audio Using Key-Dependent HMMs Trained on Synthesized A Kyogu Lee; Malcolm Slaney, IEEE Transactions on Audio, Speech, and Language Processing, IEEE, 2008, 2 [view abstract]
- Comparing Local Feature Descriptors in pLSA-Based Image Models Eva Hörster; Thomas Greif; Rainer Lienhart; Malcolm Slaney; G. Rigoll, 30th Annual Symposium of the German Association for Pattern Recognition (DAGM), Springer Verlag, 2008 [view abstract]
- PLSA on Large-scale Image Databases Rainer Lienhart; Malcolm Slaney, Proceedings of the 2007 International Conference on Acoustics, Speech and Signal Processing, IEEE, 2007 [view abstract]
- Image retrieval on large-scale image databases Eva Hörster; Rainer Lienhart; Malcolm Slaney, Proceedings of the 6th ACM International Conference on Image and Video Retrieval CIVR ’07, ACM, 2007 [view abstract]
- Fast Recognition of Remixed Music Audio Michael Casey; Malcolm Slaney, International Conference on Acoustics, Speech and Signal Processing, IEEE, 2007 [view abstract]
- A Bipartite Graph Model for Associating Images and Text S. H. Srinivasan ; M. Slaney, 2007 [view abstract]
- Collaborative Filtering and the Missing at Random Assumption Benjamin M. Marlin; Richard S. Zemel; Sam Roweis; Malcolm Slaney, IJCAI, 2007 [view abstract]
- Unified System for Chord Transcription and Key Extraction Using Hidden Markov Models Kyogu Lee ; Malcolm Slaney, International Society of Music-Information Retrieval, 2007 [view abstract]
- Determining the Euclidean Distance Between Two Steady State Sounds Hiroko Terasawa; Malcolm Slaney ; Jonathan Berger, Proceedings of 9th International Conference on Music Perception and Cognition (ICMPC9), 2006
- Predicting Success from Music Sales Data: A Statistical and Adaptive Approach Song Chon; Malcolm Slaney ; Jonathan Berger, Proceedings of the Audio and Music Computing for Multimedia Workshop in conjunction with ACM Multimedia (2006), ACM, 2006
- Automatic Chord Recognition Using an HMM with Supervised Learning Kyogu Lee; Malcolm Slaney, International Conference in Music Information Retrieval, 2006