Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201341142> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3201341142 endingPage "326" @default.
- W3201341142 startingPage "317" @default.
- W3201341142 abstract "Successful speech recognition for children requires large training data with sufficient speaker variability. The collection of such a training database of children’s voices is challenging and very expensive for zero/low resource language like Punjabi. In this paper, the data scarcity issue of the low resourced language Punjabi is addressed through two levels of augmentation. The original training corpus is first augmented by modifying the prosody parameters for pitch and speaking rate. Our results show that the augmentation improves the system performance over the baseline system. Then the augmented data combined with original data and used to train the TTS system to generate synthesis data and extended dataset is further used for augmented by generating children’s utterances using text-to-speech synthesis and sampling the language model with methods that increase the acoustic and lexical diversity. The final speech recognition performance indicates a relative improvement of 50.10% with acoustic and 57.40% with language diversity based augmentation in comparison to that of the baseline system respectively." @default.
- W3201341142 created "2021-09-27" @default.
- W3201341142 creator A5003438160 @default.
- W3201341142 creator A5043424064 @default.
- W3201341142 creator A5055423472 @default.
- W3201341142 creator A5072742671 @default.
- W3201341142 date "2021-01-01" @default.
- W3201341142 modified "2023-09-24" @default.
- W3201341142 title "Synthesis Speech Based Data Augmentation for Low Resource Children ASR" @default.
- W3201341142 cites W1631260214 @default.
- W3201341142 cites W1989674786 @default.
- W3201341142 cites W2079623482 @default.
- W3201341142 cites W2147768505 @default.
- W3201341142 cites W2159300614 @default.
- W3201341142 cites W2184343439 @default.
- W3201341142 cites W2295119550 @default.
- W3201341142 cites W2407080277 @default.
- W3201341142 cites W2515572005 @default.
- W3201341142 cites W2515737026 @default.
- W3201341142 cites W2795050058 @default.
- W3201341142 cites W2888541716 @default.
- W3201341142 cites W2888867175 @default.
- W3201341142 cites W2903739847 @default.
- W3201341142 cites W2936774411 @default.
- W3201341142 cites W2962696859 @default.
- W3201341142 cites W2962909949 @default.
- W3201341142 cites W2963088995 @default.
- W3201341142 cites W2963292011 @default.
- W3201341142 cites W2964243274 @default.
- W3201341142 cites W3008480565 @default.
- W3201341142 cites W3015654635 @default.
- W3201341142 cites W3016258016 @default.
- W3201341142 cites W3081565196 @default.
- W3201341142 cites W3092419012 @default.
- W3201341142 cites W3137295626 @default.
- W3201341142 doi "https://doi.org/10.1007/978-3-030-87802-3_29" @default.
- W3201341142 hasPublicationYear "2021" @default.
- W3201341142 type Work @default.
- W3201341142 sameAs 3201341142 @default.
- W3201341142 citedByCount "3" @default.
- W3201341142 countsByYear W32013411422023 @default.
- W3201341142 crossrefType "book-chapter" @default.
- W3201341142 hasAuthorship W3201341142A5003438160 @default.
- W3201341142 hasAuthorship W3201341142A5043424064 @default.
- W3201341142 hasAuthorship W3201341142A5055423472 @default.
- W3201341142 hasAuthorship W3201341142A5072742671 @default.
- W3201341142 hasBestOaLocation W32013411422 @default.
- W3201341142 hasConcept C111368507 @default.
- W3201341142 hasConcept C121332964 @default.
- W3201341142 hasConcept C12725497 @default.
- W3201341142 hasConcept C127313418 @default.
- W3201341142 hasConcept C14999030 @default.
- W3201341142 hasConcept C154945302 @default.
- W3201341142 hasConcept C204321447 @default.
- W3201341142 hasConcept C2778334786 @default.
- W3201341142 hasConcept C28490314 @default.
- W3201341142 hasConcept C41008148 @default.
- W3201341142 hasConcept C44870925 @default.
- W3201341142 hasConcept C51632099 @default.
- W3201341142 hasConcept C542774811 @default.
- W3201341142 hasConceptScore W3201341142C111368507 @default.
- W3201341142 hasConceptScore W3201341142C121332964 @default.
- W3201341142 hasConceptScore W3201341142C12725497 @default.
- W3201341142 hasConceptScore W3201341142C127313418 @default.
- W3201341142 hasConceptScore W3201341142C14999030 @default.
- W3201341142 hasConceptScore W3201341142C154945302 @default.
- W3201341142 hasConceptScore W3201341142C204321447 @default.
- W3201341142 hasConceptScore W3201341142C2778334786 @default.
- W3201341142 hasConceptScore W3201341142C28490314 @default.
- W3201341142 hasConceptScore W3201341142C41008148 @default.
- W3201341142 hasConceptScore W3201341142C44870925 @default.
- W3201341142 hasConceptScore W3201341142C51632099 @default.
- W3201341142 hasConceptScore W3201341142C542774811 @default.
- W3201341142 hasLocation W32013411421 @default.
- W3201341142 hasLocation W32013411422 @default.
- W3201341142 hasOpenAccess W3201341142 @default.
- W3201341142 hasPrimaryLocation W32013411421 @default.
- W3201341142 hasRelatedWork W1546506762 @default.
- W3201341142 hasRelatedWork W1866214668 @default.
- W3201341142 hasRelatedWork W2154878481 @default.
- W3201341142 hasRelatedWork W2181773877 @default.
- W3201341142 hasRelatedWork W2395605663 @default.
- W3201341142 hasRelatedWork W2579204149 @default.
- W3201341142 hasRelatedWork W3016950637 @default.
- W3201341142 hasRelatedWork W3081565196 @default.
- W3201341142 hasRelatedWork W3196438084 @default.
- W3201341142 hasRelatedWork W321531528 @default.
- W3201341142 isParatext "false" @default.
- W3201341142 isRetracted "false" @default.
- W3201341142 magId "3201341142" @default.
- W3201341142 workType "book-chapter" @default.