FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2641832364> ?p ?o ?g. }

• W2641832364 abstract "Recent work on Acoustic Unit Discovery (AUD) has led to the development of a non-parametric Bayesian phone-loop model where the prior over the probability of the phone-like units is assumed to be sampled from a Dirichlet Process (DP). In this work, we propose to improve this model by incorporating a Hierarchical Pitman-Yor based bigram Language Model on top of the units' transitions. This new model makes use of the phonotactic context information but assumes a fixed number of units. To remedy this limitation we first train a DP phone-loop model to infer the number of units, then, the bigram phone-loop is initialized from the DP phone-loop and trained until convergence of its parameters. Results show an absolute improvement of 1–2%on the Normalized Mutual Information (NMI) metric. Furthermore, we show that, combined with Multilingual Bottleneck (MBN) features the model yields a same or higher NMI as an English phone recogniser trained on TIMIT." @default.
• W2641832364 created "2017-06-30" @default.
• W2641832364 creator A5008468618 @default.
• W2641832364 creator A5045539248 @default.
• W2641832364 creator A5054608556 @default.
• W2641832364 creator A5073641618 @default.
• W2641832364 date "2017-03-01" @default.
• W2641832364 modified "2023-09-25" @default.
• W2641832364 title "Bayesian phonotactic Language Model for Acoustic Unit Discovery" @default.
• W2641832364 cites W1524333225 @default.
• W2641832364 cites W165878654 @default.
• W2641832364 cites W166614460 @default.
• W2641832364 cites W1796128977 @default.
• W2641832364 cites W1967687583 @default.
• W2641832364 cites W2100768664 @default.
• W2641832364 cites W2117126688 @default.
• W2641832364 cites W2120636621 @default.
• W2641832364 cites W2127498532 @default.
• W2641832364 cites W2154099718 @default.
• W2641832364 cites W2347098582 @default.
• W2641832364 cites W2564058731 @default.
• W2641832364 cites W3127686677 @default.
• W2641832364 cites W943204654 @default.
• W2641832364 doi "https://doi.org/10.1109/icassp.2017.7953258" @default.
• W2641832364 hasPublicationYear "2017" @default.
• W2641832364 type Work @default.
• W2641832364 sameAs 2641832364 @default.
• W2641832364 citedByCount "10" @default.
• W2641832364 countsByYear W26418323642017 @default.
• W2641832364 countsByYear W26418323642018 @default.
• W2641832364 countsByYear W26418323642019 @default.
• W2641832364 countsByYear W26418323642020 @default.
• W2641832364 countsByYear W26418323642021 @default.
• W2641832364 crossrefType "proceedings-article" @default.
• W2641832364 hasAuthorship W2641832364A5008468618 @default.
• W2641832364 hasAuthorship W2641832364A5045539248 @default.
• W2641832364 hasAuthorship W2641832364A5054608556 @default.
• W2641832364 hasAuthorship W2641832364A5073641618 @default.
• W2641832364 hasConcept C107673813 @default.
• W2641832364 hasConcept C108757681 @default.
• W2641832364 hasConcept C127413603 @default.
• W2641832364 hasConcept C137293760 @default.
• W2641832364 hasConcept C137546455 @default.
• W2641832364 hasConcept C138885662 @default.
• W2641832364 hasConcept C148934300 @default.
• W2641832364 hasConcept C149635348 @default.
• W2641832364 hasConcept C151730666 @default.
• W2641832364 hasConcept C154945302 @default.
• W2641832364 hasConcept C176217482 @default.
• W2641832364 hasConcept C21547014 @default.
• W2641832364 hasConcept C23224414 @default.
• W2641832364 hasConcept C2778707766 @default.
• W2641832364 hasConcept C2778724510 @default.
• W2641832364 hasConcept C2779343474 @default.
• W2641832364 hasConcept C2780513914 @default.
• W2641832364 hasConcept C28490314 @default.
• W2641832364 hasConcept C41008148 @default.
• W2641832364 hasConcept C41895202 @default.
• W2641832364 hasConcept C4768521 @default.
• W2641832364 hasConcept C86803240 @default.
• W2641832364 hasConceptScore W2641832364C107673813 @default.
• W2641832364 hasConceptScore W2641832364C108757681 @default.
• W2641832364 hasConceptScore W2641832364C127413603 @default.
• W2641832364 hasConceptScore W2641832364C137293760 @default.
• W2641832364 hasConceptScore W2641832364C137546455 @default.
• W2641832364 hasConceptScore W2641832364C138885662 @default.
• W2641832364 hasConceptScore W2641832364C148934300 @default.
• W2641832364 hasConceptScore W2641832364C149635348 @default.
• W2641832364 hasConceptScore W2641832364C151730666 @default.
• W2641832364 hasConceptScore W2641832364C154945302 @default.
• W2641832364 hasConceptScore W2641832364C176217482 @default.
• W2641832364 hasConceptScore W2641832364C21547014 @default.
• W2641832364 hasConceptScore W2641832364C23224414 @default.
• W2641832364 hasConceptScore W2641832364C2778707766 @default.
• W2641832364 hasConceptScore W2641832364C2778724510 @default.
• W2641832364 hasConceptScore W2641832364C2779343474 @default.
• W2641832364 hasConceptScore W2641832364C2780513914 @default.
• W2641832364 hasConceptScore W2641832364C28490314 @default.
• W2641832364 hasConceptScore W2641832364C41008148 @default.
• W2641832364 hasConceptScore W2641832364C41895202 @default.
• W2641832364 hasConceptScore W2641832364C4768521 @default.
• W2641832364 hasConceptScore W2641832364C86803240 @default.
• W2641832364 hasLocation W26418323641 @default.
• W2641832364 hasOpenAccess W2641832364 @default.
• W2641832364 hasPrimaryLocation W26418323641 @default.
• W2641832364 hasRelatedWork W131516759 @default.
• W2641832364 hasRelatedWork W136755108 @default.
• W2641832364 hasRelatedWork W1778492285 @default.
• W2641832364 hasRelatedWork W1959608418 @default.
• W2641832364 hasRelatedWork W1985913097 @default.
• W2641832364 hasRelatedWork W2100768664 @default.
• W2641832364 hasRelatedWork W2116361377 @default.
• W2641832364 hasRelatedWork W2347098582 @default.
• W2641832364 hasRelatedWork W2786608204 @default.
• W2641832364 hasRelatedWork W2888911345 @default.
• W2641832364 hasRelatedWork W2897427480 @default.
• W2641832364 hasRelatedWork W2962693497 @default.
• W2641832364 hasRelatedWork W2963620343 @default.
• W2641832364 hasRelatedWork W2973026522 @default.
• W2641832364 hasRelatedWork W3035128703 @default.

• next