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Text independent speaker identification on noisy environments by means of self organizing maps
| dc.contributor.author | Monte Moreno, Enrique |
| dc.contributor.author | Hernando Pericás, Francisco Javier |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
| dc.date.accessioned | 2016-07-13T09:17:29Z |
| dc.date.available | 2016-07-13T09:17:29Z |
| dc.date.issued | 1996 |
| dc.identifier.citation | Monte, E., Hernando, J. Text independent speaker identification on noisy environments by means of self organizing maps. A: International Conference on Spoken Language Processing. "ICSLP 96: Fourth International Conference on Spoken Language Processing: October 3-6, 1996: Wyndham Franklin Plaza Hotel, Philadelphia, PA, USA: proceedings". Philadelphia, PA: Institute of Electrical and Electronics Engineers (IEEE), 1996, p. 1804-1807. |
| dc.identifier.isbn | 0-7803-3555-4 |
| dc.identifier.uri | http://hdl.handle.net/2117/88736 |
| dc.description.abstract | We propose an architecture for speaker recognition. This architecture is independent of the text, robust with the presence of noise, and is based on self organizing maps (SOM) (T. Kohonen, 1984). We compare the performance of this architecture for different parametrizations, different signal to noise ratios, with another method for speaker identification based on the arithmetic harmonic spherity measure on covariance matrices (F. Bimbot and L. Mathan, 1993; J. Hernando et al., 1994) |
| dc.format.extent | 4 p. |
| dc.language.iso | eng |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| 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.subject.other | Acoustic noise |
| dc.subject.other | Covariance matrices |
| dc.subject.other | Self-organising feature maps |
| dc.subject.other | Speaker recognition |
| dc.title | Text independent speaker identification on noisy environments by means of self organizing maps |
| 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.identifier.doi | 10.1109/ICSLP.1996.607980 |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | http://ieeexplore.ieee.org.recursos.biblioteca.upc.edu/stamp/stamp.jsp?tp=&arnumber=607980 |
| dc.rights.access | Open Access |
| local.identifier.drac | 18769149 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Monte, E.; Hernando, J. |
| local.citation.contributor | International Conference on Spoken Language Processing |
| local.citation.pubplace | Philadelphia, PA |
| local.citation.publicationName | ICSLP 96: Fourth International Conference on Spoken Language Processing: October 3-6, 1996: Wyndham Franklin Plaza Hotel, Philadelphia, PA, USA: proceedings |
| local.citation.startingPage | 1804 |
| local.citation.endingPage | 1807 |
