Neural network based language models for highly inflective languages

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

Volumn , Issue , 2009, Pages 4725-4728

  Mikolov, Tomáš ^a   Kopecký, Jiří ^a   Burget, Lukáš ^a   Glembek, Ondřej ^a   Černocký, Jan Honza ^a  

^a BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

Author keywords

Inflective languages; Language modeling; Neural networks

Indexed keywords

BACK-OFF; CLASS-BASED; INFLECTIVE LANGUAGES; LANGUAGE MODEL; LANGUAGE MODELING; POSSIBLE SOLUTIONS; RELATIVE REDUCTION; WORD ERROR RATE;

ACOUSTICS; COMPUTATIONAL LINGUISTICS; DECISION TREES; NEURAL NETWORKS; SIGNAL PROCESSING; SPEECH RECOGNITION;

QUERY LANGUAGES;

EID: 70349199894     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960686     Document Type: Conference Paper

References (8)

1. Yoshua Bengio, Réjean Ducharme and Pascal Vincent. 2003. A neural probabilistic language model. Journal of Machine Learning Research, 3:1137-1155
2. Holger Schwenk and Jean-Luc Gauvain. Training Neural Network Language Models On Very Large Corpora. in Proc. Joint Conference HLT/EMNLP, October 2005.
3. Tomáš Mikolov: Language Modeling for Speech Recognition in Czech, Master's thesis, Brno, FIT BUT, 2007
4. Tomáš Mikolov: Language Models for Automatic Speech Recognition of Czech Lectures, in Proc. EEICT 2008, Brno, https://wis.fit.vutbr. cz/ FIT/db/vav/view-pub.php?id=8749
5. Jiří Kopecký, Ondřej Glembek andMartin Karafiát: Advances in Acoustic Modeling for the Recognition of Czech, in Proc. Text, Speech and Dialogue (TSD) 2008, Brno, Czech Republic, September 2008, pp. 357 - 363.
6. Andreas Stolcke: SRILM - an extensible language modeling toolkit. in Proc. ICASLP, Denver, Colorado, USA, 2002.
7. Oparin Ilya, Glembek Ondřej, Burget Lukáš, Černocký Jan: Morphological random forests for language modeling of inflectional languages, in Proc. 2008 IEEE Workshop on Spoken Language Technology, Goa, IN, IEEESP, 2008
8. Goodman Joshua T. (2001). A bit of progress in language modeling, extended version. Technical report MSR-TR-2001-72.