Incorporating acoustical modelling of phone transitions in an hybrid ANN/HMM speech recognizer

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2008, Pages 2394-2397

  Abad, Alberto ^a   Neto, João ^a  

^a INESC ID   (Portugal)

Author keywords

Connectionist system; Context modelling; Speech recognition

Indexed keywords

CONNECTIONIST APPROACH; CONNECTIONIST SYSTEMS; CONTEXT DEPENDENT; CONTEXT MODELLING; DIPHONES; EVALUATION TEST; GAUSSIAN SYSTEMS; LARGE SIZES; RECOGNITION UNITS; SINGLE STATE; SPEECH RECOGNIZER; TRIPHONES; WORD ERROR RATE REDUCTIONS;

ELECTRIC GROUNDING; HYBRID COMPUTERS; HYBRID SYSTEMS; SPEECH COMMUNICATION; TELEPHONE SETS; TELEPHONE SYSTEMS;

SPEECH RECOGNITION;

EID: 84867206109     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Rabiner, L.R., "A tutorial on hidden Markov models and selected applications in speech recognition", Proceedings of the IEEE, 77(2):257-286, 1989.
2. Lippmann, R. P., "Review of neural networks for speech recognition", Neural Computation, 1(1):1-38, 1990.
3. Morgan, N. and Bourlad, H., "An introduction to hybrid HMM/connectionist continuous speech recognition", IEEE Signal Processing Magazine, 12(3):25-42, 1995.
4. Bourlard, H., Morgan, N., Wooters, C. and Renals, S., "CDNN: A Context Dependent Neural Network For Continuous Speech Recognition", In Proceedings of ICASSP'92, II:349-352, 1992.
5. Franco, H., Cohen, M., Morgan, N., Rumelhart, D. and Abrash, V., "Context-dependent Connectionist Probability Estimation in a Hybrid Hidden Markov Model-Neural Net Speech Recognition System", Computer Speech and Language, 8(3):211-222, 1994.
6. Meinedo, H., Caseiro, D., Neto, J. and Trancoso, I., "AUDIMUS. media: A Broadcast News speech recognition system for the European Portuguese language", In Proc. of Int. Conf. of Computational Processing of Portuguese Language (PROPOR), 2003.
7. Schwarz, P., Matejka, P. and Cernocky, J., "Hierarchical Structures of Neural Networks for Phoneme Recognition", In Proceedings of ICASSP'06, I:325-328, 2006.
8. Paul, D. and Baker, J. M., "The Design for the Wall Street Journal-based CSR Corpus", in DARPA Speech and Natural Language Workshop, 1992.
9. Woodland, P.C., Odell, J.J., Valtchev, V. and Young, S.J., "Large Vocabulary Continuous Speech Recognition Using HTK", In Proceedings of ICASSP'94, II:125-128, 1994.
10. Mohri, M., Pereira, F. and Riley, M., "Weighted finite-state transducers in speech recognition", In ISCA ITRW Automatic Speech Recognition, pp. 97-106, 2000.