A new approach for multi-band speech recognition based on probabilistic graphical models

Khalid Daoudi (1) , Dominique Fohr (1) , Christophe Antoine

1 PAROLE - Analysis, perception and recognition of speech

In this paper, we introduce a new approach for multi-band speech recognition which allows interaction between sub-bands and does not require a recombination step. Moreover, this approach is a natural generalization of the HMMs paradigm and leads to fast learning and recognition algorithms.

Mots clés: noisy speech recognition; modèles graphiques; graphical models; bayesian networks; multi-band speech recognition; réseaux bayesiens; reconnaissance multi-bandes de la parole

Domaines: Autre [cs.OH]

Khalid Daoudi, Dominique Fohr, Christophe Antoine. A new approach for multi-band speech recognition based on probabilistic graphical models. ICSLP, Oct 2000, Beijing, China, 4 p. ⟨inria-00099058⟩