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Phoneme recognition with statisticasl modeling of the prediction of the error of neural networks
dc.contributor.author | Freitag, Fèlix |
dc.contributor.author | Monte Moreno, Enrique |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2017-04-20T16:38:19Z |
dc.date.available | 2017-04-20T16:38:19Z |
dc.date.issued | 1998 |
dc.identifier.citation | Freitag, F., Monte, E. Phoneme recognition with statisticasl modeling of the prediction of the error of neural networks. A: International Conference on Spoken Language Processing. "ICSLP 98: the 5th International Conference on Spoken Language Processing; incorporating the 7th Australian International Speech Science and Technology Conference; Sydney Convention Centre, Sydney, Australia, 30th November-4th December 1998". Sidney: Robert H. Mannel and Jordi Robert-Ribes, 1998, p. 719-722. |
dc.identifier.isbn | 1 876346 17 5 |
dc.identifier.uri | http://hdl.handle.net/2117/103598 |
dc.description.abstract | This paper presents a speech recognition system which incorporates predictive neural networks. The neural networks are used to predict observation vectors of speech. The prediction error vectors are modeled on the state level by Gaussian densities, which provide the local similarity measure for the Viterbi algorithm during recognition. The system is evaluated on a continuous speech phoneme recognition task. Compared with a HMM reference system, the proposed system obtained better results in the speech recognition experiments. |
dc.format.extent | 4 p. |
dc.language.iso | eng |
dc.publisher | Robert H. Mannel and Jordi Robert-Ribes |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.lcsh | Telecommunication |
dc.title | Phoneme recognition with statisticasl modeling of the prediction of the error of neural networks |
dc.type | Conference report |
dc.subject.lemac | Telecomunicació |
dc.contributor.group | Universitat Politècnica de Catalunya. CNDS - Xarxes de Computadors i Sistemes Distribuïts |
dc.contributor.group | Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla |
dc.description.peerreviewed | Peer Reviewed |
dc.rights.access | Open Access |
local.identifier.drac | 2357267 |
dc.description.version | Postprint (published version) |
local.citation.author | Freitag, F.; Monte, E. |
local.citation.contributor | International Conference on Spoken Language Processing |
local.citation.pubplace | Sidney |
local.citation.publicationName | ICSLP 98: the 5th International Conference on Spoken Language Processing; incorporating the 7th Australian International Speech Science and Technology Conference; Sydney Convention Centre, Sydney, Australia, 30th November-4th December 1998 |
local.citation.startingPage | 719 |
local.citation.endingPage | 722 |