Semi-supervised learning of speech sounds

International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007

Volumn 4, Issue , 2007, Pages 2264-2267

  Jansen, Aren ^a   Niyogi, Partha ^a  

^a THE UNIVERSITY OF CHICAGO   (United States)

Author keywords

Manifold learning algorithms; Semi supervised learning; Speech sound classification

Indexed keywords

CLUSTERING ALGORITHMS; EDUCATION; LEARNING SYSTEMS; SPEECH; SPEECH COMMUNICATION; SUPERVISED LEARNING;

DO-MAINS; IMPROVED PERFORMANCES; MANIFOLD LEARNING ALGORITHMS; PHONEME CLASSIFICATIONS; SEMI-SUPERVISED LEARNING; SEMI-SUPERVISED LEARNINGS; SHORT-COMINGS; SPEECH SOUND CLASSIFICATION; SPEECH SOUNDS; SUPERVISED ALGORITHMS;

LEARNING ALGORITHMS;

EID: 56149114864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. P. Moreno and S. Agarwal, "An experimental study of em-based algorithms for semi-supervised learning in audio classification," in Proceedings of ICML, 2003.
2. A. Jansen and P. Niyogi, "A Geometric Perspective on Speech Sounds," Tech. Rep. TR-2005-08, U. of Chicago, June 2005.
3. A. Jansen and P. Niyogi, "Intrinsic fourier analysis on the manifold of speech sounds," in Proceedings of ICASSP, 2006.
4. M. Belkin, P. Niyogi, and V. Sindhwani, "Manifold Regularization: A Geometric Framework for Learning from Examples," Tech. Rep. TR-2004-06, U. of Chicago, Aug. 2004 .
5. X. He and P. Niyogi, "Locality preserving projections," Tech. Rep. TR-2002-09, Dept. of Computer Science, U. Chicago, 2002.
6. M. Belkin and P. Niyogi, "Laplacian eigenmaps for dimensionality reduction and data representation," Neural Computation, vol. 15, no. 6, pp. 1373-1396, 2003.
7. Alvin M. Liberman, Speech: A Special Code, MIT Press, Cambridge, MA, 1996.