FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2982211334> ?p ?o ?g. }

• W2982211334 abstract "Speaker adaptive training (SAT) of neural network acoustic models learns models in a way that makes them more suitable for adaptation to test conditions. Conventionally, model-based speaker adaptive training is performed by having a set of speaker dependent parameters that are jointly optimised with speaker independent parameters in order to remove speaker variation. However, this does not scale well if all neural network weights are to be adapted to the speaker. In this paper we formulate speaker adaptive training as a meta-learning task, in which an adaptation process using gradient descent is encoded directly into the training of the model. We compare our approach with test-only adaptation of a standard baseline model and a SAT-LHUC model with a learned speaker adaptation schedule and demonstrate that the meta-learning approach achieves comparable results." @default.
• W2982211334 created "2019-11-01" @default.
• W2982211334 creator A5027442277 @default.
• W2982211334 creator A5032670756 @default.
• W2982211334 creator A5035806297 @default.
• W2982211334 creator A5044666169 @default.
• W2982211334 date "2019-10-23" @default.
• W2982211334 modified "2023-09-27" @default.
• W2982211334 title "Speaker Adaptive Training using Model Agnostic Meta-Learning" @default.
• W2982211334 cites W1487851247 @default.
• W2982211334 cites W1524333225 @default.
• W2982211334 cites W1599512239 @default.
• W2982211334 cites W1665214252 @default.
• W2982211334 cites W1836465849 @default.
• W2982211334 cites W1989549063 @default.
• W2982211334 cites W2002342963 @default.
• W2982211334 cites W2010362084 @default.
• W2982211334 cites W2016043834 @default.
• W2982211334 cites W2048526313 @default.
• W2982211334 cites W2056738732 @default.
• W2982211334 cites W2064675550 @default.
• W2982211334 cites W2079623482 @default.
• W2982211334 cites W2080005694 @default.
• W2982211334 cites W2094147890 @default.
• W2982211334 cites W2146871184 @default.
• W2982211334 cites W2155648385 @default.
• W2982211334 cites W2156373089 @default.
• W2982211334 cites W2250357346 @default.
• W2982211334 cites W2398054607 @default.
• W2982211334 cites W2400957076 @default.
• W2982211334 cites W2402144811 @default.
• W2982211334 cites W2402146185 @default.
• W2982211334 cites W2407080277 @default.
• W2982211334 cites W2407758583 @default.
• W2982211334 cites W2604763608 @default.
• W2982211334 cites W2641129314 @default.
• W2982211334 cites W2695252763 @default.
• W2982211334 cites W2753160622 @default.
• W2982211334 cites W2888541716 @default.
• W2982211334 cites W2916456038 @default.
• W2982211334 cites W2917604489 @default.
• W2982211334 cites W2917668649 @default.
• W2982211334 cites W2963288281 @default.
• W2982211334 cites W2963300719 @default.
• W2982211334 cites W2963303956 @default.
• W2982211334 cites W2963371846 @default.
• W2982211334 cites W2963775850 @default.
• W2982211334 cites W2964121744 @default.
• W2982211334 hasPublicationYear "2019" @default.
• W2982211334 type Work @default.
• W2982211334 sameAs 2982211334 @default.
• W2982211334 citedByCount "5" @default.
• W2982211334 countsByYear W29822113342020 @default.
• W2982211334 crossrefType "posted-content" @default.
• W2982211334 hasAuthorship W2982211334A5027442277 @default.
• W2982211334 hasAuthorship W2982211334A5032670756 @default.
• W2982211334 hasAuthorship W2982211334A5035806297 @default.
• W2982211334 hasAuthorship W2982211334A5044666169 @default.
• W2982211334 hasConcept C111919701 @default.
• W2982211334 hasConcept C119857082 @default.
• W2982211334 hasConcept C120665830 @default.
• W2982211334 hasConcept C121332964 @default.
• W2982211334 hasConcept C133892786 @default.
• W2982211334 hasConcept C139807058 @default.
• W2982211334 hasConcept C149838564 @default.
• W2982211334 hasConcept C153258448 @default.
• W2982211334 hasConcept C154945302 @default.
• W2982211334 hasConcept C162324750 @default.
• W2982211334 hasConcept C169903167 @default.
• W2982211334 hasConcept C177264268 @default.
• W2982211334 hasConcept C187736073 @default.
• W2982211334 hasConcept C199360897 @default.
• W2982211334 hasConcept C2778334786 @default.
• W2982211334 hasConcept C2780451532 @default.
• W2982211334 hasConcept C2781002164 @default.
• W2982211334 hasConcept C28490314 @default.
• W2982211334 hasConcept C41008148 @default.
• W2982211334 hasConcept C44870925 @default.
• W2982211334 hasConcept C50644808 @default.
• W2982211334 hasConcept C68387754 @default.
• W2982211334 hasConcept C98045186 @default.
• W2982211334 hasConceptScore W2982211334C111919701 @default.
• W2982211334 hasConceptScore W2982211334C119857082 @default.
• W2982211334 hasConceptScore W2982211334C120665830 @default.
• W2982211334 hasConceptScore W2982211334C121332964 @default.
• W2982211334 hasConceptScore W2982211334C133892786 @default.
• W2982211334 hasConceptScore W2982211334C139807058 @default.
• W2982211334 hasConceptScore W2982211334C149838564 @default.
• W2982211334 hasConceptScore W2982211334C153258448 @default.
• W2982211334 hasConceptScore W2982211334C154945302 @default.
• W2982211334 hasConceptScore W2982211334C162324750 @default.
• W2982211334 hasConceptScore W2982211334C169903167 @default.
• W2982211334 hasConceptScore W2982211334C177264268 @default.
• W2982211334 hasConceptScore W2982211334C187736073 @default.
• W2982211334 hasConceptScore W2982211334C199360897 @default.
• W2982211334 hasConceptScore W2982211334C2778334786 @default.
• W2982211334 hasConceptScore W2982211334C2780451532 @default.
• W2982211334 hasConceptScore W2982211334C2781002164 @default.
• W2982211334 hasConceptScore W2982211334C28490314 @default.
• W2982211334 hasConceptScore W2982211334C41008148 @default.

• next