Language and Speech

Language and Speech

  • Learning dependency-based compositional semantics. P. Liang, M. I. Jordan, and D. Klein. Computational Linguistics, 39, 389-446, 2013.

  • A sticky HDP-HMM with application to speaker diarization. E. Fox, E. Sudderth, M. I. Jordan, and A. Willsky. Annals of Applied Statistics, 5, 1020-1056, 2011.

  • Learning dependency-based compositional semantics. P. Liang, M. I. Jordan, and D. Klein. The 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, OR, 2011. [Long version].

  • Learning semantic correspondences with less supervision. P. Liang, M. I. Jordan, and D. Klein. Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), Singapore, 2009.

  • Learning from measurements in exponential families. P. Liang, M. I. Jordan, and D. Klein. Proceedings of the 26th International Conference on Machine Learning (ICML), Montreal, Canada, 2009.

  • Probabilistic grammars and hierarchical Dirichlet processes. P. Liang, M. I. Jordan, and D. Klein. In T. O'Hagan and M. West (Eds.), The Handbook of Applied Bayesian Analysis, Oxford University Press, to appear.

  • Agreement-based learning. P. Liang, D. Klein and M. I. Jordan. In J. Platt, D. Koller, Y. Singer and A. McCallum (Eds.), Advances in Neural Information Processing Systems (NIPS) 20, 2008.

  • Spectral clustering for speech separation. F. R. Bach and M. I. Jordan. In J. Keshet and S. Bengio (Eds.), Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods. New York: John Wiley, 2008.

  • An HDP-HMM for systems with state persistence. E. Fox, E. Sudderth, M. I. Jordan, and A. Willsky. Proceedings of the 25th International Conference on Machine Learning (ICML), 2008. [Long version].

  • The infinite PCFG using hierarchical Dirichlet processes. P. Liang, S. Petrov, M. I. Jordan, and D. Klein. Empirical Methods in Natural Language Processing (EMNLP), 2007.

  • Learning spectral clustering, with application to speech separation. F. R. Bach, and M. I. Jordan. Journal of Machine Learning Research, 7, 1963-2001, 2006.

  • Word alignment via quadratic assignment. S. Lacoste-Julien, B. Taskar, D. Klein, and M. I. Jordan. Proceedings of the North American Chapter of the Association for Computational Linguistics Annual Meeting (HLT-NAACL), 2006.

  • Discriminative training of Hidden Markov models for multiple pitch tracking. F. R. Bach and M. I. Jordan. In press, Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2004.

  • Multi-instrument musical transcription using a dynamic graphical model. B. Vogel, M. I. Jordan and D. Wessel. In press, Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2004.

  • Blind one-microphone speech separation: A spectral learning approach. F. R. Bach and M. I. Jordan. In L. Saul, Y. Weiss, and L. Bottou (Eds.), Advances in Neural Information Processing Systems (NIPS) 17, 2005.

  • Sensorimotor adaptation of speech I: Compensation and adaptation. J. F. Houde and M. I. Jordan. Journal of Speech, Language, and Hearing Research, 45, 239-262, 2002.

  • Adaptation in speech motor control. J. F. Houde and M. I. Jordan. In M. I. Jordan, M. J. Kearns, and S. A. Solla (Eds.), Advances in Neural Information Processing Systems (NIPS) 10, Cambridge, MA: MIT Press, 1998.

  • Trading relations between tongue-body raising and lip rounding in production of the vowel /u/: A pilot motor equivalence study. J. S. Perkell, M. L. Matthies, M. A. Svirsky, and M. I. Jordan. Journal of the Acoustical Society of America, 93, 2948--2961, 1993.

  • Goal-based speech motor control: A theoretical framework and some preliminary data. J. S. Perkell, M. L. Matthies, M. A. Svirsky, and M. I. Jordan. In D. A. Robin, K. M. Yorkston, and D. R. Beukelman (Eds.), Disorders of Motor Speech: Assessment, Treatment, and Clinical Characterization, Baltimore, MD: Brookes Publishing Co, 1993.

  • Forward dynamics modeling of speech motor control using physiological data. M. Hirayama, E. Vatikiotis-Bateson, M. Kawato, and M. I. Jordan. In J. Moody, S. Hanson, and R. Lippmann (Eds.), Advances in Neural Information Processing Systems (NIPS) 4, San Mateo, CA: Morgan Kaufmann, 1992.

  • Constraints on underspecified target trajectories. M. I. Jordan. In P. Dario, G. Sandini, and P. Aebischer, (Eds.), Robots and Biological Systems: Toward a New Bionics, Heidelberg: Springer-Verlag, 1992.

  • Speech motor control model using electromyography. M. Hirayama, E. Vatikiotis-Bateson, M. Kawato, and M. I. Jordan. INCN Conference on Speech Communications, 39--46, 1991.

  • Simulation of vocalic gestures using an articulatory model driven by a sequential neural network. G. Bailly, M. I. Jordan, M. Mantakas, J-L. Schwartz, M. Bach, and O. Olesen. Journal of the Acoustical Society of America, 87:S105, 1990.