A combined LSTM-RNN - HMM - Approach for meeting event segmentation and recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2006, Pages

  Reiter, Stephan ^a   Schuller, Björn ^a   Rigoll, Gerhard ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); HIDDEN MARKOV MODELS; NEURAL NETWORKS; RELIABILITY THEORY; ROBUSTNESS (CONTROL SYSTEMS);

AUDIO-VISUAL FRAME ANALYSIS; AUTOMATIC CLASSIFICATION; AUTOMATIC SEGMENTATION; SHORT-TERM MEMORY CELLS;

IMAGE PROCESSING;

EID: 33947655366     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. M. Bett, R. Gross, H. Yu, X. Zhu, Y. Pan, J. Yang, and A. Waibel. Multimodal meeting tracker. In Proceedings of RIAO2000, Paris, France, April 2000.
2. H. Hermansky, D. Ellis, and S. Sharma. Tandem connectionist feature extraction for conventional hmm systems. In Proceedings of the International Conference on Acoustics, Speech and Signal Processing, Istanbul, June 2000.
3. S. Hochreiter and J. Schmidhuber. Long Short-Term Memory. Neural Computation, 9(8):1735-1780, 1997.
4. G. Lathoud, I. A. McCowan, and J.-M. Odobez. Unsupervised Location-Based Segmentation of Multi-Party Speech. In Proceedings of the 2004 ICASSP-NIST Meeting Recognition Workshop, Montreal, Canada, May 2004.
5. I. McCowan, S. Bengio, D. Gatica-Perez, G. Lathoud, F. Monay, D. Moore, P. Wellner, and H. Bourlard. Modeling human interaction in meetings. In Proceedings of International Conference on Acoustics, Speech and Signal Processing, Hong Kong, April 2003.
6. N. Morgan, D. Baron, J. Edwards, D. Ellis, D. Gelbart, A. Janin, T. Pfau, E. Shriberg, and A. Stolcke. The meeting project at icsi. In Proceedings of the Human Language Technology Conference, San Diego, CA, March 2001.
7. S. Reiter and G. Rigoll. Segmentation and classification of meeting events using multiple classifier fusion and dynamic programming. In IEEE Proceedings of the International Conference on Pattern Recognition (ICPR), pages 434-437. IEEE Computer Society, August 2004.
8. S. Reiter and G. Rigoll. Multimodal meeting analysis by segmentation and classification of meeting events based on a higher level semantic approach. In Proceedings of the 30th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, USA, March 2005.
9. R. Stiefelhagen. Tracking focus of attention in meetings. In IEEE International Conference on Multimodal Interfaces, Pittsburgh, PA, USA, October 14-16 2002.
10. A. Tritschler and R. A. Gopinath. Improved speaker segmentation and segments clustering using the bayesian information criterion. In Proceedings EUROSPEECH '99, 1999.
11. K. Zechner. Automatic generation of concise summaries of spoken dialogues in unrestricted domains. In Proceedings of the 24th ACM-SIGIR International Conference on Research and Development in Information Retrieval, New Orleans, LA, September 2001.
12. D. Zhang, D. Gatica-Perez, S. Begio, I. McCowan, and G. Lathoud. Modeling individual and group actions in meetings: a two-layer hmm framework. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, Workshop on Event Mining in Video (CVPR-EVENT), Washington DC, July 2004.
13. M. Zobl, F. Wallhoff, and G. Rigoll. Action recognition in meeting scenarios using global motion features. In J. Ferryman, editor, Proceedings of the Fourth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS-ICVS), 2003.