FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2595767284> ?p ?o ?g. }

• W2595767284 endingPage "1591" @default.
• W2595767284 startingPage "1581" @default.
• W2595767284 abstract "This paper addresses the problem of recognizing the speech uttered by patients with dysarthria, which is a motor speech disorder impeding the physical production of speech. Patients with dysarthria have articulatory limitation, and therefore, they often have trouble in pronouncing certain sounds, resulting in undesirable phonetic variation. Modern automatic speech recognition systems designed for regular speakers are ineffective for dysarthric sufferers due to the phonetic variation. To capture the phonetic variation, Kullback-Leibler divergence-based hidden Markov model (KL-HMM) is adopted, where the emission probability of state is parameterized by a categorical distribution using phoneme posterior probabilities obtained from a deep neural network-based acoustic model. To further reflect speaker-specific phonetic variation patterns, a speaker adaptation method based on a combination of L2 regularization and confusion-reducing regularization, which can enhance discriminability between categorical distributions of the KL-HMM states while preserving speaker-specific information is proposed. Evaluation of the proposed speaker adaptation method on a database of several hundred words for 30 speakers consisting of 12 mildly dysarthric, 8 moderately dysarthric, and 10 non-dysarthric control speakers showed that the proposed approach significantly outperformed the conventional deep neural network-based speaker adapted system on dysarthric as well as non-dysarthric speech." @default.
• W2595767284 created "2017-03-23" @default.
• W2595767284 creator A5007999773 @default.
• W2595767284 creator A5042241049 @default.
• W2595767284 creator A5046397537 @default.
• W2595767284 creator A5066573438 @default.
• W2595767284 creator A5087820105 @default.
• W2595767284 date "2017-09-01" @default.
• W2595767284 modified "2023-10-16" @default.
• W2595767284 title "Regularized Speaker Adaptation of KL-HMM for Dysarthric Speech Recognition" @default.
• W2595767284 cites W1526516369 @default.
• W2595767284 cites W1910624562 @default.
• W2595767284 cites W1998988061 @default.
• W2595767284 cites W2040972403 @default.
• W2595767284 cites W2042320059 @default.
• W2595767284 cites W2043180043 @default.
• W2595767284 cites W2045211645 @default.
• W2595767284 cites W2078753480 @default.
• W2595767284 cites W2079641914 @default.
• W2595767284 cites W2086193208 @default.
• W2595767284 cites W2100969003 @default.
• W2595767284 cites W2103439157 @default.
• W2595767284 cites W2103487404 @default.
• W2595767284 cites W2109848220 @default.
• W2595767284 cites W2115685217 @default.
• W2595767284 cites W2115900267 @default.
• W2595767284 cites W2120544317 @default.
• W2595767284 cites W2128022332 @default.
• W2595767284 cites W2134519949 @default.
• W2595767284 cites W2136922672 @default.
• W2595767284 cites W2137373451 @default.
• W2595767284 cites W2146168991 @default.
• W2595767284 cites W2149580413 @default.
• W2595767284 cites W2151936436 @default.
• W2595767284 cites W2160815625 @default.
• W2595767284 cites W2170511794 @default.
• W2595767284 cites W2170951778 @default.
• W2595767284 cites W2250896071 @default.
• W2595767284 cites W2401277329 @default.
• W2595767284 cites W2417614612 @default.
• W2595767284 cites W2508412628 @default.
• W2595767284 cites W2562365416 @default.
• W2595767284 cites W28792051 @default.
• W2595767284 cites W3027481352 @default.
• W2595767284 doi "https://doi.org/10.1109/tnsre.2017.2681691" @default.
• W2595767284 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5591083" @default.
• W2595767284 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28320669" @default.
• W2595767284 hasPublicationYear "2017" @default.
• W2595767284 type Work @default.
• W2595767284 sameAs 2595767284 @default.
• W2595767284 citedByCount "38" @default.
• W2595767284 countsByYear W25957672842017 @default.
• W2595767284 countsByYear W25957672842018 @default.
• W2595767284 countsByYear W25957672842019 @default.
• W2595767284 countsByYear W25957672842020 @default.
• W2595767284 countsByYear W25957672842021 @default.
• W2595767284 countsByYear W25957672842022 @default.
• W2595767284 countsByYear W25957672842023 @default.
• W2595767284 crossrefType "journal-article" @default.
• W2595767284 hasAuthorship W2595767284A5007999773 @default.
• W2595767284 hasAuthorship W2595767284A5042241049 @default.
• W2595767284 hasAuthorship W2595767284A5046397537 @default.
• W2595767284 hasAuthorship W2595767284A5066573438 @default.
• W2595767284 hasAuthorship W2595767284A5087820105 @default.
• W2595767284 hasBestOaLocation W25957672842 @default.
• W2595767284 hasConcept C118552586 @default.
• W2595767284 hasConcept C119857082 @default.
• W2595767284 hasConcept C121332964 @default.
• W2595767284 hasConcept C154945302 @default.
• W2595767284 hasConcept C15744967 @default.
• W2595767284 hasConcept C23224414 @default.
• W2595767284 hasConcept C2777639682 @default.
• W2595767284 hasConcept C2778334786 @default.
• W2595767284 hasConcept C28490314 @default.
• W2595767284 hasConcept C41008148 @default.
• W2595767284 hasConcept C44870925 @default.
• W2595767284 hasConcept C5274069 @default.
• W2595767284 hasConceptScore W2595767284C118552586 @default.
• W2595767284 hasConceptScore W2595767284C119857082 @default.
• W2595767284 hasConceptScore W2595767284C121332964 @default.
• W2595767284 hasConceptScore W2595767284C154945302 @default.
• W2595767284 hasConceptScore W2595767284C15744967 @default.
• W2595767284 hasConceptScore W2595767284C23224414 @default.
• W2595767284 hasConceptScore W2595767284C2777639682 @default.
• W2595767284 hasConceptScore W2595767284C2778334786 @default.
• W2595767284 hasConceptScore W2595767284C28490314 @default.
• W2595767284 hasConceptScore W2595767284C41008148 @default.
• W2595767284 hasConceptScore W2595767284C44870925 @default.
• W2595767284 hasConceptScore W2595767284C5274069 @default.
• W2595767284 hasFunder F4320322120 @default.
• W2595767284 hasFunder F4320332161 @default.
• W2595767284 hasIssue "9" @default.
• W2595767284 hasLocation W25957672841 @default.
• W2595767284 hasLocation W25957672842 @default.
• W2595767284 hasLocation W25957672843 @default.
• W2595767284 hasLocation W25957672844 @default.
• W2595767284 hasOpenAccess W2595767284 @default.
• W2595767284 hasPrimaryLocation W25957672841 @default.

• next