Robust vocabulary independent keyword spotting with graphical models

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009

Volumn , Issue , 2009, Pages 349-353

  Wöllmer, Martin ^a   Eyben, Florian ^a   Schuller, Björn ^a   Rigoll, Gerhard ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

GARBAGE MODEL; GRAPHICAL MODEL; KEYWORD SPOTTING; MODEL ARCHITECTURE; OPERATING POINTS; PHONEME RECOGNITION; RECEIVER OPERATING CHARACTERISTICS;

ERROR DETECTION; FEATURE EXTRACTION; GRAPHIC METHODS; HIDDEN MARKOV MODELS;

SPEECH RECOGNITION;

EID: 77949350062     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASRU.2009.5373544     Document Type: Conference Paper

References (15)

1. R. C. Rose and D. B. Paul, "A hidden markov model based keyword recognition system," in Proc. of ICASSP, Albuquerque, NM, USA, 1990.
2. H. Ketabdar, J. Vepa, S. Bengio, and H. Boulard, "Posterior based keyword spotting with a priori thresholds," in Proc. of Interspeech, Pittsburgh, Pennsylvania, 2006.
3. M. Weintraub, "Keyword-spotting using sri's decipher large vocabulary speech recognition system," in Proc. of ICASSP, Minneapolis, USA, 1993.
4. J. Mamou, B. Ramabhadran, and O. Siohan, "Vocabulary independent spoken term detection," in Proc. of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, Amsterdam, The Netherlands, 2007.
5. S. Fernandez, A. Graves, and J. Schmidhuber, "An application of recurrent neural networks to discriminative keyword spotting," in Proc. of ICANN, Porto, Portugal, 2007, pp. 220-229.
6. J. Keshet, D. Grangier, and S. Bengio, "Discriminative keyword spotting," in Workshop on Non-Linear Speech Processing, NOLISP, Paris, France, 2007.
7. M. Wöllmer, F. Eyben, J. Keshet, A. Graves, B. Schuller, and G. Rigoll, "Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks," in Proc. of ICASSP, Taipei, Taiwan, 2009.
8. J. A. Bilmes, "Graphical models and automatic speech recognition," Mathematical Foundations of Speech and Language Processing, 2003.
9. J. A. Bilmes and C. Bartels, "Graphical model architectures for speech recognition," IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 89-100, 2005.
10. M. Wöllmer, F. Eyben, A. Graves, B. Schuller, and G. Rigoll, "A Tandem BLSTM-DBN architecture for keyword spotting with enhanced context modeling," in Proc. of NOLISP, Vic, Spain, 2009.
11. M. Wöllmer, F. Eyben, B. Schuller, Y. Sun, T. Moosmayr, and N. Nguyen-Thien, "Robust in-car spelling recognition - A Tandem BLSTM-HMM approach," in Proc. of Interspeech, Brighton, UK, 2009.
12. H. Lin, A. Stupakov, and J. Bilmes, "Spoken keyword spotting via multilattice alignment," in Proc. of ICASSP, Taipei, Taiwan, 2009.
13. H. Lin, J. Bilmes, D. Vergyri, and K. Kirchhoff, "OOV detection by joint word/phone lattice alignment," in IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Kyoto, Japan, 2007, pp. 478-483.
14. F. V. Jensen, An introduction to Bayesian Networks. Springer, 1996.
15. F. Jelinek, Statistical Methods for Speech recognition. MIT Press, Cambridge, 1997.