[1] R. J. Weiss and J. P. Bello. Unsupervised Discovery of Temporal Structure in Music. IEEE Journal of Selected Topics in Signal Processing, 5(6):1240-1251, October 2011. [ bib | DOI | .pdf ]
[2] F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and É. Duchesnay. scikit-learn: Machine Learning in Python. Journal of Machine Learning Research, 12:2825-2830, October 2011. [ bib | http | .pdf ]
[3] R. J. Weiss, M. I. Mandel, and D. P. W. Ellis. Combining Localization Cues and Source Model Constraints for Binaural Source Separation. Speech Communication, 53(5):606-621, May 2011. Special issue on Perceptual and Statistical Audition. [ bib | DOI | .pdf ]
[4] T. Bertin-Mahieux, G. Grindlay, R. J. Weiss, and D. P. W. Ellis. Evaluating Music Sequence Models Through Missing Data. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 177-180, May 2011. [ bib | DOI | .pdf ]
[5] R. J. Weiss and J. P. Bello. Identifying Repeated Patterns in Music Using Sparse Convolutive Non-Negative Matrix Factorization. In Proc. International Society for Music Information Retrieval Conference (ISMIR), pages 123-128, Utrecht, Netherlands, August 2010. Best Paper Award. [ bib | web | slides | .pdf ]
[6] T. Bertin-Mahieux, R. J. Weiss, and D. P. W. Ellis. Clustering Beat-Chroma Patterns in a Large Music Database. In Proc. International Society for Music Information Retrieval Conference (ISMIR), pages 111-116, Utrecht, Netherlands, August 2010. [ bib | web | .pdf ]
[7] T. Cho, R. J. Weiss, and J. P. Bello. Exploring Common Variations in State of the Art Chord Recognition Systems. In Proc. Sound and Music Computing Conference (SMC), pages 1-8, Barcelona, Spain, July 2010. [ bib | .pdf ]
[8] M. I. Mandel, R. J. Weiss, and D. P. W. Ellis. Model-Based Expectation-Maximization Source Separation and Localization. IEEE Transactions on Audio, Speech, and Language Processing, 18(2):382-394, February 2010. [ bib | DOI | web | .pdf ]
[9] R. J. Weiss and D. P. W. Ellis. Speech Separation Using Speaker-Adapted Eigenvoice Speech Models. Computer Speech and Language, 24(1):16-29, January 2010. Speech Separation and Recognition Challenge. [ bib | DOI | .pdf ]
[10] R. J. Weiss and D. P. W. Ellis. A Variational EM Algorithm for Learning Eigenvoice Parameters in Mixed Signals. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 113-116, Taipei, Taiwan, April 2009. [ bib | DOI | poster | .pdf ]
[11] R. J. Weiss. Underdetermined Source Separation Using Speaker Subspace Models. PhD thesis, Department of Electrical Engineering, Columbia University, 2009. [ bib | slides | .pdf ]
[12] R. J. Weiss, M. I. Mandel, and D. P. W. Ellis. Source Separation Based on Binaural Cues and Source Model Constraints. In Proc. Interspeech, pages 419-422, Brisbane, Australia, September 2008. [ bib | http | poster | .pdf ]
[13] R. J. Weiss and T. Kristjansson. DySANA: Dynamic Speech and Noise Adaptation for Voice Activity Detection. In Proc. Interspeech, pages 127-130, Brisbane, Australia, September 2008. [ bib | http | poster | .pdf ]
[14] R. J. Weiss and D. P. W. Ellis. Monaural Speech Separation Using Source-Adapted Models. In Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages 114-117, New Paltz, USA, October 2007. [ bib | DOI | web | slides | .pdf ]
[15] R. J. Weiss and D. P. W. Ellis. Estimating Single-Channel Source Separation Masks: Relevance Vector Machine Classifiers vs. Pitch-Based Masking. In Proc. ISCA Tutorial and Research Workshop on Statistical Perceptual Audition (SAPA), pages 31-36, Pittsburgh, USA, September 2006. [ bib | http | slides | .pdf ]
[16] D. P. W. Ellis and R. J. Weiss. Model-Based Monaural Source Separation Using a Vector-Quantized Phase-Vocoder Representation. In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages V-957-960, Toulouse, France, May 2006. [ bib | DOI | .pdf ]