Matches in SemOpenAlex for { <https://semopenalex.org/work/W53977603> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W53977603 abstract "We propose a new discriminative learning framework, called soft margin estimation (SME), for estimating parameters of continuous density hidden Markov models. The proposed method makes direct usage of the successful ideas of soft margin in support vector machines to improve generalization capability, and of decision feedback learning in minimum classification error training to enhance model separation in classifier design. We attempt to incorporate frame selection, utterance selection and discriminative separation in a single unified objective function that can be optimized with the wellknown generalized probabilistic descent algorithm. We demonstrate the advantage of SME in theory and practice over other state-of-the-art techniques. Tested on a connected digit recognition task, the proposed SME approach achieves a string accuracy of 99.33%. To our knowledge, this is the best result ever reported on the TIDIGITS database." @default.
- W53977603 created "2016-06-24" @default.
- W53977603 creator A5029670581 @default.
- W53977603 creator A5066868860 @default.
- W53977603 creator A5070196780 @default.
- W53977603 date "2006-09-17" @default.
- W53977603 modified "2023-10-06" @default.
- W53977603 title "Soft margin estimation of hidden Markov model parameters" @default.
- W53977603 cites W1920923476 @default.
- W53977603 cites W2100220834 @default.
- W53977603 cites W2110467295 @default.
- W53977603 cites W2111479622 @default.
- W53977603 cites W2138745909 @default.
- W53977603 cites W2139212933 @default.
- W53977603 cites W2139686264 @default.
- W53977603 cites W2148177126 @default.
- W53977603 cites W2150907703 @default.
- W53977603 cites W2152131029 @default.
- W53977603 cites W2158289097 @default.
- W53977603 cites W322227076 @default.
- W53977603 doi "https://doi.org/10.21437/interspeech.2006-607" @default.
- W53977603 hasPublicationYear "2006" @default.
- W53977603 type Work @default.
- W53977603 sameAs 53977603 @default.
- W53977603 citedByCount "29" @default.
- W53977603 countsByYear W539776032012 @default.
- W53977603 countsByYear W539776032013 @default.
- W53977603 countsByYear W539776032014 @default.
- W53977603 countsByYear W539776032016 @default.
- W53977603 crossrefType "proceedings-article" @default.
- W53977603 hasAuthorship W53977603A5029670581 @default.
- W53977603 hasAuthorship W53977603A5066868860 @default.
- W53977603 hasAuthorship W53977603A5070196780 @default.
- W53977603 hasConcept C105795698 @default.
- W53977603 hasConcept C119857082 @default.
- W53977603 hasConcept C127413603 @default.
- W53977603 hasConcept C153180895 @default.
- W53977603 hasConcept C154945302 @default.
- W53977603 hasConcept C159886148 @default.
- W53977603 hasConcept C163836022 @default.
- W53977603 hasConcept C201995342 @default.
- W53977603 hasConcept C23224414 @default.
- W53977603 hasConcept C33923547 @default.
- W53977603 hasConcept C41008148 @default.
- W53977603 hasConcept C774472 @default.
- W53977603 hasConcept C96250715 @default.
- W53977603 hasConcept C98763669 @default.
- W53977603 hasConceptScore W53977603C105795698 @default.
- W53977603 hasConceptScore W53977603C119857082 @default.
- W53977603 hasConceptScore W53977603C127413603 @default.
- W53977603 hasConceptScore W53977603C153180895 @default.
- W53977603 hasConceptScore W53977603C154945302 @default.
- W53977603 hasConceptScore W53977603C159886148 @default.
- W53977603 hasConceptScore W53977603C163836022 @default.
- W53977603 hasConceptScore W53977603C201995342 @default.
- W53977603 hasConceptScore W53977603C23224414 @default.
- W53977603 hasConceptScore W53977603C33923547 @default.
- W53977603 hasConceptScore W53977603C41008148 @default.
- W53977603 hasConceptScore W53977603C774472 @default.
- W53977603 hasConceptScore W53977603C96250715 @default.
- W53977603 hasConceptScore W53977603C98763669 @default.
- W53977603 hasLocation W539776031 @default.
- W53977603 hasOpenAccess W53977603 @default.
- W53977603 hasPrimaryLocation W539776031 @default.
- W53977603 hasRelatedWork W1980578514 @default.
- W53977603 hasRelatedWork W1985664346 @default.
- W53977603 hasRelatedWork W2009656517 @default.
- W53977603 hasRelatedWork W2039473210 @default.
- W53977603 hasRelatedWork W2111983527 @default.
- W53977603 hasRelatedWork W2118728396 @default.
- W53977603 hasRelatedWork W2350115929 @default.
- W53977603 hasRelatedWork W2539985974 @default.
- W53977603 hasRelatedWork W3126873283 @default.
- W53977603 hasRelatedWork W3164302780 @default.
- W53977603 isParatext "false" @default.
- W53977603 isRetracted "false" @default.
- W53977603 magId "53977603" @default.
- W53977603 workType "article" @default.