Generative and discriminative algorithms for Spoken Language Understanding

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

Volumn 1, Issue , 2007, Pages 413-416

  Raymond, Christian ^a   Riccardi, Giuseppe ^a  

^a UNIVERSITY OF TRENTO   (Italy)

Author keywords

Classifiers based sequence labeling; Conditional Random Fields (CRF); Finite State Transducers (FST); Spoken Language Understanding (SLU)

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPLEX NETWORKS; IMAGE SEGMENTATION; RANDOM PROCESSES; SEMANTICS; SPEECH COMMUNICATION; SPEECH RECOGNITION; TRANSDUCERS;

CLASSIFIER BASED SEQUENCE LABELING; CONDITIONAL RANDOM FIELD; CONVERSATIONAL SYSTEMS; FINITE STATE TRANSDUCER; FINITE STATE TRANSDUCERS; PRIORI KNOWLEDGE; RANDOM FIELDS; SEQUENCE LABELING; SPOKEN LANGUAGE UNDERSTANDING;

STOCHASTIC SYSTEMS;

EID: 56149099128     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. L. Gorin, G. Riccardi, and J. H. Wright, "How may i help you?" Speech Communication, vol. 23, no. 1-2, pp. 113-127, 1997.
2. E. Levin and R. Pieraccini, "Concept-based spontaneous speech understanding system," in EUROSPEECH, Madrid, Spain, 1995, pp. 555-558.
3. C. Servan, C. Raymond, F. Béchet, and P. Nocéra, "Conceptual decoding from word lattices: application to the spoken dialogue corpus media," in ICSLP, 2006.
4. Y. He and S. Young, "Semantic processing using the hidden vector state model," Computer Speech and Language, vol. 19, no. 1, pp. 85-106, 2005.
5. T. Kudo and Y. Matsumoto, "Chunking with support vector machines," in NAACL, 2001, pp. 1-8. [Online]. Available: http://chasen.org/~taku/software/yamcha
6. M. Jeong and G. G. Lee, "Exploiting non-local features for spoken language understanding." in ACL, 2006.
7. Y.-Y. Wang and A. Acero, "Discriminative models for spoken language understanding," in ICSLP, 2006.
8. J. D. Lafferty, A. Mccallum, and F. C. N. Pereira, "Conditional random fields: Probabilistic models for segmenting and labeling sequence data," in ICML, 2001, pp. 282-289.
9. M. Mohri, F. Pereira, and M. Riley, "Weighted finite-state transducers in speech recognition," Computer, Speech and Language, vol. 16, no. 1, pp. 69-88, 2002.
10. T. Kudo, "Crf++." [Online]. Available: http://chasen.org/~taku/ software/CRF++/
11. D. A. Dahl, M. Bates, M. Brown, W. Fisher, K. Hunicke-Smith, D. Pallett, C. Pao, A. Rudnicky, and E. Shriberg, "Expanding the scope of the atis task: the atis-3 corpus," in HLT'94, 1994, pp. 43-48.
12. H. Bonneau-Maynard, S. Rosset, C. Ayache, A. Kuhn, and D. Mostefa, "Semantic annotation of the french media dialog corpus," in InterSpeech, Lisbon, September 2005.