Matches in SemOpenAlex for { <https://semopenalex.org/work/W2013783148> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2013783148 abstract "In Malaysia, most people speak several varieties of English known as Malaysian English (MalE) and there is no uniform version because of the existence of multi-ethnic population. It is a common scenario that Malaysians speak a particular local Malay, Chinese or Indian English accent. As most commercial speech recognizers have been developed using a standard English language, it is a challenging task for achieving highly efficient performance when other accented speech are presented to this system. Accent identification (AccID) can be one of the subsystem in speaker independent automatic speech recognition (SI-ASR) system so that deterioration issue in its performance can be tackled. In this paper, the most important speech features of three ethnic groups of MalE speakers are extracted using Linear Predictive Coding (LPC), formant and log energy feature vectors. In the subsequent stage, the accent identity of a speaker is predicted using K-Nearest Neighbors (KNN) classifier based on the extracted information. Prior, the preprocessing parameters and LPC order are investigated to properly extract the speech features. This study is conducted on a small set speech corpus developed as pilot study to determine the feasibility of automatic AccID of MalE speakers which has never been reported before. The experimental results indicate a highly promising recognition accuracy of 94.2% upon feature fusion sets of LPC, formants and log energy." @default.
- W2013783148 created "2016-06-24" @default.
- W2013783148 creator A5011131891 @default.
- W2013783148 creator A5068499273 @default.
- W2013783148 creator A5069490762 @default.
- W2013783148 creator A5072900509 @default.
- W2013783148 creator A5082499911 @default.
- W2013783148 date "2011-11-01" @default.
- W2013783148 modified "2023-09-27" @default.
- W2013783148 title "Malaysian English accents identification using LPC and formant analysis" @default.
- W2013783148 cites W143647774 @default.
- W2013783148 cites W1560013842 @default.
- W2013783148 cites W1595289649 @default.
- W2013783148 cites W1784682743 @default.
- W2013783148 cites W1966264494 @default.
- W2013783148 cites W1971072872 @default.
- W2013783148 cites W2025480315 @default.
- W2013783148 cites W2066086299 @default.
- W2013783148 cites W2084859282 @default.
- W2013783148 cites W2093438499 @default.
- W2013783148 cites W2100279897 @default.
- W2013783148 cites W2101231039 @default.
- W2013783148 cites W2102893423 @default.
- W2013783148 cites W2135427994 @default.
- W2013783148 cites W2137354628 @default.
- W2013783148 cites W2150722744 @default.
- W2013783148 cites W2160564400 @default.
- W2013783148 cites W2295754094 @default.
- W2013783148 cites W2588117228 @default.
- W2013783148 cites W2907162034 @default.
- W2013783148 cites W5524598 @default.
- W2013783148 cites W614822286 @default.
- W2013783148 doi "https://doi.org/10.1109/iccsce.2011.6190572" @default.
- W2013783148 hasPublicationYear "2011" @default.
- W2013783148 type Work @default.
- W2013783148 sameAs 2013783148 @default.
- W2013783148 citedByCount "19" @default.
- W2013783148 countsByYear W20137831482012 @default.
- W2013783148 countsByYear W20137831482013 @default.
- W2013783148 countsByYear W20137831482014 @default.
- W2013783148 countsByYear W20137831482015 @default.
- W2013783148 countsByYear W20137831482016 @default.
- W2013783148 countsByYear W20137831482017 @default.
- W2013783148 countsByYear W20137831482018 @default.
- W2013783148 countsByYear W20137831482021 @default.
- W2013783148 crossrefType "proceedings-article" @default.
- W2013783148 hasAuthorship W2013783148A5011131891 @default.
- W2013783148 hasAuthorship W2013783148A5068499273 @default.
- W2013783148 hasAuthorship W2013783148A5069490762 @default.
- W2013783148 hasAuthorship W2013783148A5072900509 @default.
- W2013783148 hasAuthorship W2013783148A5082499911 @default.
- W2013783148 hasConcept C138885662 @default.
- W2013783148 hasConcept C154945302 @default.
- W2013783148 hasConcept C158215666 @default.
- W2013783148 hasConcept C204321447 @default.
- W2013783148 hasConcept C2776756274 @default.
- W2013783148 hasConcept C2776938241 @default.
- W2013783148 hasConcept C2779581591 @default.
- W2013783148 hasConcept C28490314 @default.
- W2013783148 hasConcept C34736171 @default.
- W2013783148 hasConcept C41008148 @default.
- W2013783148 hasConcept C41895202 @default.
- W2013783148 hasConcept C61328038 @default.
- W2013783148 hasConcept C95623464 @default.
- W2013783148 hasConceptScore W2013783148C138885662 @default.
- W2013783148 hasConceptScore W2013783148C154945302 @default.
- W2013783148 hasConceptScore W2013783148C158215666 @default.
- W2013783148 hasConceptScore W2013783148C204321447 @default.
- W2013783148 hasConceptScore W2013783148C2776756274 @default.
- W2013783148 hasConceptScore W2013783148C2776938241 @default.
- W2013783148 hasConceptScore W2013783148C2779581591 @default.
- W2013783148 hasConceptScore W2013783148C28490314 @default.
- W2013783148 hasConceptScore W2013783148C34736171 @default.
- W2013783148 hasConceptScore W2013783148C41008148 @default.
- W2013783148 hasConceptScore W2013783148C41895202 @default.
- W2013783148 hasConceptScore W2013783148C61328038 @default.
- W2013783148 hasConceptScore W2013783148C95623464 @default.
- W2013783148 hasLocation W20137831481 @default.
- W2013783148 hasOpenAccess W2013783148 @default.
- W2013783148 hasPrimaryLocation W20137831481 @default.
- W2013783148 hasRelatedWork W1984265961 @default.
- W2013783148 hasRelatedWork W2013783148 @default.
- W2013783148 hasRelatedWork W2050598178 @default.
- W2013783148 hasRelatedWork W2508755832 @default.
- W2013783148 hasRelatedWork W2539118800 @default.
- W2013783148 hasRelatedWork W2902751174 @default.
- W2013783148 hasRelatedWork W2994848359 @default.
- W2013783148 hasRelatedWork W3008082963 @default.
- W2013783148 hasRelatedWork W3107474891 @default.
- W2013783148 hasRelatedWork W3211509913 @default.
- W2013783148 isParatext "false" @default.
- W2013783148 isRetracted "false" @default.
- W2013783148 magId "2013783148" @default.
- W2013783148 workType "article" @default.