Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913200330> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2913200330 abstract "A robust recognition performance in daily or spontaneous conversation becomes necessary for a speech recognizer when deployed in real world applications. Meanwhile, the Indonesian speech recognition system (ASR) still has poor performance compared to dictated speech. In this work, we used deep neural networks approach, focused primarily on using long short-term memory (LSTM) to improve the language model performance as it has been successfully applied to many long context-dependent problems including language modeling. We tried different architectures and parameters to get the optimal combination, including deep LSTMs and LSTM with projection layer (LSTMP). Thereafter, different type of corpus was employed to enrich the language model linguistically. All our LSTM language models achieved significant improvement in terms of perplexity and word error rate (%WER) compared to n-gram as the baseline. The perplexity improvement was up to 50.6% and best WER reduction was 3.61% as evaluated with Triphone GMM- HMM acoustic model. The optimal architecture combination we got is deep LSTMP with L2 regularization." @default.
- W2913200330 created "2019-02-21" @default.
- W2913200330 creator A5010847400 @default.
- W2913200330 creator A5035247530 @default.
- W2913200330 creator A5079399128 @default.
- W2913200330 date "2018-11-01" @default.
- W2913200330 modified "2023-09-26" @default.
- W2913200330 title "Long Short-Term Memory Based Language Model for Indonesian Spontaneous Speech Recognition" @default.
- W2913200330 cites W1579838312 @default.
- W2913200330 cites W179875071 @default.
- W2913200330 cites W2021142154 @default.
- W2913200330 cites W2064675550 @default.
- W2913200330 cites W2107878631 @default.
- W2913200330 cites W2113641473 @default.
- W2913200330 cites W2132339004 @default.
- W2913200330 cites W2345671047 @default.
- W2913200330 cites W2402268235 @default.
- W2913200330 cites W2754132561 @default.
- W2913200330 cites W45191182 @default.
- W2913200330 doi "https://doi.org/10.1109/ic3ina.2018.8629500" @default.
- W2913200330 hasPublicationYear "2018" @default.
- W2913200330 type Work @default.
- W2913200330 sameAs 2913200330 @default.
- W2913200330 citedByCount "3" @default.
- W2913200330 countsByYear W29132003302019 @default.
- W2913200330 countsByYear W29132003302020 @default.
- W2913200330 crossrefType "proceedings-article" @default.
- W2913200330 hasAuthorship W2913200330A5010847400 @default.
- W2913200330 hasAuthorship W2913200330A5035247530 @default.
- W2913200330 hasAuthorship W2913200330A5079399128 @default.
- W2913200330 hasConcept C100279451 @default.
- W2913200330 hasConcept C137293760 @default.
- W2913200330 hasConcept C138885662 @default.
- W2913200330 hasConcept C147168706 @default.
- W2913200330 hasConcept C154945302 @default.
- W2913200330 hasConcept C204321447 @default.
- W2913200330 hasConcept C23224414 @default.
- W2913200330 hasConcept C2776135515 @default.
- W2913200330 hasConcept C2777200299 @default.
- W2913200330 hasConcept C28490314 @default.
- W2913200330 hasConcept C40969351 @default.
- W2913200330 hasConcept C41008148 @default.
- W2913200330 hasConcept C41895202 @default.
- W2913200330 hasConcept C50644808 @default.
- W2913200330 hasConcept C90805587 @default.
- W2913200330 hasConceptScore W2913200330C100279451 @default.
- W2913200330 hasConceptScore W2913200330C137293760 @default.
- W2913200330 hasConceptScore W2913200330C138885662 @default.
- W2913200330 hasConceptScore W2913200330C147168706 @default.
- W2913200330 hasConceptScore W2913200330C154945302 @default.
- W2913200330 hasConceptScore W2913200330C204321447 @default.
- W2913200330 hasConceptScore W2913200330C23224414 @default.
- W2913200330 hasConceptScore W2913200330C2776135515 @default.
- W2913200330 hasConceptScore W2913200330C2777200299 @default.
- W2913200330 hasConceptScore W2913200330C28490314 @default.
- W2913200330 hasConceptScore W2913200330C40969351 @default.
- W2913200330 hasConceptScore W2913200330C41008148 @default.
- W2913200330 hasConceptScore W2913200330C41895202 @default.
- W2913200330 hasConceptScore W2913200330C50644808 @default.
- W2913200330 hasConceptScore W2913200330C90805587 @default.
- W2913200330 hasLocation W29132003301 @default.
- W2913200330 hasOpenAccess W2913200330 @default.
- W2913200330 hasPrimaryLocation W29132003301 @default.
- W2913200330 hasRelatedWork W179875071 @default.
- W2913200330 hasRelatedWork W1928807591 @default.
- W2913200330 hasRelatedWork W2046811668 @default.
- W2913200330 hasRelatedWork W2048917925 @default.
- W2913200330 hasRelatedWork W2132305551 @default.
- W2913200330 hasRelatedWork W2134501463 @default.
- W2913200330 hasRelatedWork W2507865718 @default.
- W2913200330 hasRelatedWork W2781555308 @default.
- W2913200330 hasRelatedWork W2913200330 @default.
- W2913200330 hasRelatedWork W3025310782 @default.
- W2913200330 isParatext "false" @default.
- W2913200330 isRetracted "false" @default.
- W2913200330 magId "2913200330" @default.
- W2913200330 workType "article" @default.