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Robust hos-based techniques applied to speech recognition and enhancement
dc.contributor.author | Salavedra Molí, Josep |
dc.contributor.author | Hernando Pericás, Francisco Javier |
dc.contributor.author | Masgrau Gómez, Enrique José |
dc.contributor.author | Moreno Bilbao, M. Asunción |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2016-07-22T10:39:03Z |
dc.date.available | 2016-07-22T10:39:03Z |
dc.date.issued | 1995 |
dc.identifier.citation | Salavedra, J., Hernando, J., Masgrau, E., Moreno, A. Robust hos-based techniques applied to speech recognition and enhancement. A: European Conference on Speech Communication and Technology. "EUROSPEECH '95: 4th European Conference on Speech Communication and Technology: Madrid, Spain: 18-21 September 1995". Madrid: 1995, p. 1517-1520. |
dc.identifier.isbn | 1018-4074 |
dc.identifier.uri | http://hdl.handle.net/2117/89081 |
dc.description.abstract | We study some speech enhancement algorithms based on the iterative Wiener filtering method due to Lim-Oppenheim [2], where the AR spectral estimation of the speech is carried out using a second-order analysis. But in our algorithms we consider an AR estimation by means of cumulant analysis. This work extends some preceding papers due to the authors, where information of previous speech frames is taken to initiate speech AR modelling of the current frame. Two parameters are introduced to dessign Wiener filter at first iteration of this iterative algorithm. These parameters are the Interframe Factor (IF) and the Previous Frame Iteration (PFI). A detailed study of them shows they allow a very important noise suppression after processing only first iteration of this algorithm, without any appreciable increase of distortion. Finally, the simplest cumulant-based algorithm is applied to Speech Recognition and some preliminary results are presented. |
dc.format.extent | 4 p. |
dc.language.iso | eng |
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 | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic |
dc.subject.lcsh | Speech processing systems |
dc.title | Robust hos-based techniques applied to speech recognition and enhancement |
dc.type | Conference report |
dc.subject.lemac | Processament de la parla |
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 | 2366405 |
dc.description.version | Postprint (published version) |
local.citation.author | Salavedra, J.; Hernando, J.; Masgrau, E.; Moreno, A. |
local.citation.contributor | European Conference on Speech Communication and Technology |
local.citation.pubplace | Madrid |
local.citation.publicationName | EUROSPEECH '95: 4th European Conference on Speech Communication and Technology: Madrid, Spain: 18-21 September 1995 |
local.citation.startingPage | 1517 |
local.citation.endingPage | 1520 |