FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4226165131> ?p ?o ?g. }

• W4226165131 endingPage "426" @default.
• W4226165131 startingPage "413" @default.
• W4226165131 abstract "Advances in automated speech recognition significantly accelerated the automation of contact centers, thus creating a need for robust Speech Emotion Recognition (SER) as an integral part of customer net promoter score measuring. However, to train a specific language, a specifically labeled dataset of emotions should be available, a significant limitation. Emotion detection datasets cover only English, German, Mandarin, and Indian. We have shown by results difference between predicting two and four emotions, which leads us to narrow down datasets to particular practical use cases rather than train the model on the whole given dataset. We identified that if emotion transfers good enough from source language to target language, it reflects the same quality of transferability in vice verse direction between languages. Hence engineers can not expect the same transferability in the mirror direction. Chinese language and datasets are the hardest to transfer to other languages for transferability purposes. English dataset transferability is one of the lowest, hence for a production environment, engineers cannot rely on a training model on English for their language. This paper conducted more than 140 experiments for seven languages to evaluate and show the transferability of speech recognition models trained on different languages to have a clear framework which starting dataset to use to achieve good accuracy for practical implementation. The novelty of this study lies in the fact that models for different languages have not yet been compared with each other." @default.
• W4226165131 created "2022-05-05" @default.
• W4226165131 creator A5004817089 @default.
• W4226165131 creator A5028892313 @default.
• W4226165131 creator A5046351535 @default.
• W4226165131 creator A5069233994 @default.
• W4226165131 creator A5070532817 @default.
• W4226165131 date "2022-01-01" @default.
• W4226165131 modified "2023-09-27" @default.
• W4226165131 title "Transferability Evaluation of Speech Emotion Recognition Between Different Languages" @default.
• W4226165131 cites W1559788381 @default.
• W4226165131 cites W175750906 @default.
• W4226165131 cites W1968428115 @default.
• W4226165131 cites W2030931454 @default.
• W4226165131 cites W2146334809 @default.
• W4226165131 cites W2345144146 @default.
• W4226165131 cites W2346704485 @default.
• W4226165131 cites W2509148330 @default.
• W4226165131 cites W2803193013 @default.
• W4226165131 cites W2808331624 @default.
• W4226165131 cites W2896596895 @default.
• W4226165131 cites W2905903577 @default.
• W4226165131 cites W2909601739 @default.
• W4226165131 cites W2928112693 @default.
• W4226165131 cites W2963087748 @default.
• W4226165131 cites W2967308614 @default.
• W4226165131 cites W3017312369 @default.
• W4226165131 cites W3024869864 @default.
• W4226165131 cites W3027701939 @default.
• W4226165131 cites W3028860956 @default.
• W4226165131 cites W3109943296 @default.
• W4226165131 cites W3120709499 @default.
• W4226165131 cites W3130621562 @default.
• W4226165131 cites W3134880260 @default.
• W4226165131 cites W3163573274 @default.
• W4226165131 cites W3178085672 @default.
• W4226165131 cites W3193433576 @default.
• W4226165131 cites W3196515791 @default.
• W4226165131 cites W3208019461 @default.
• W4226165131 doi "https://doi.org/10.1007/978-3-031-04812-8_35" @default.
• W4226165131 hasPublicationYear "2022" @default.
• W4226165131 type Work @default.
• W4226165131 citedByCount "2" @default.
• W4226165131 countsByYear W42261651312022 @default.
• W4226165131 countsByYear W42261651312023 @default.
• W4226165131 crossrefType "book-chapter" @default.
• W4226165131 hasAuthorship W4226165131A5004817089 @default.
• W4226165131 hasAuthorship W4226165131A5028892313 @default.
• W4226165131 hasAuthorship W4226165131A5046351535 @default.
• W4226165131 hasAuthorship W4226165131A5069233994 @default.
• W4226165131 hasAuthorship W4226165131A5070532817 @default.
• W4226165131 hasBestOaLocation W42261651312 @default.
• W4226165131 hasConcept C111472728 @default.
• W4226165131 hasConcept C119857082 @default.
• W4226165131 hasConcept C138885662 @default.
• W4226165131 hasConcept C140331021 @default.
• W4226165131 hasConcept C154775046 @default.
• W4226165131 hasConcept C154945302 @default.
• W4226165131 hasConcept C15744967 @default.
• W4226165131 hasConcept C204321447 @default.
• W4226165131 hasConcept C2778738651 @default.
• W4226165131 hasConcept C2779530757 @default.
• W4226165131 hasConcept C28490314 @default.
• W4226165131 hasConcept C41008148 @default.
• W4226165131 hasConcept C41895202 @default.
• W4226165131 hasConcept C61272859 @default.
• W4226165131 hasConcept C77805123 @default.
• W4226165131 hasConceptScore W4226165131C111472728 @default.
• W4226165131 hasConceptScore W4226165131C119857082 @default.
• W4226165131 hasConceptScore W4226165131C138885662 @default.
• W4226165131 hasConceptScore W4226165131C140331021 @default.
• W4226165131 hasConceptScore W4226165131C154775046 @default.
• W4226165131 hasConceptScore W4226165131C154945302 @default.
• W4226165131 hasConceptScore W4226165131C15744967 @default.
• W4226165131 hasConceptScore W4226165131C204321447 @default.
• W4226165131 hasConceptScore W4226165131C2778738651 @default.
• W4226165131 hasConceptScore W4226165131C2779530757 @default.
• W4226165131 hasConceptScore W4226165131C28490314 @default.
• W4226165131 hasConceptScore W4226165131C41008148 @default.
• W4226165131 hasConceptScore W4226165131C41895202 @default.
• W4226165131 hasConceptScore W4226165131C61272859 @default.
• W4226165131 hasConceptScore W4226165131C77805123 @default.
• W4226165131 hasLocation W42261651311 @default.
• W4226165131 hasLocation W42261651312 @default.
• W4226165131 hasOpenAccess W4226165131 @default.
• W4226165131 hasPrimaryLocation W42261651311 @default.
• W4226165131 hasRelatedWork W1968272306 @default.
• W4226165131 hasRelatedWork W2106813246 @default.
• W4226165131 hasRelatedWork W2293457016 @default.
• W4226165131 hasRelatedWork W2368651715 @default.
• W4226165131 hasRelatedWork W2369988783 @default.
• W4226165131 hasRelatedWork W2611614995 @default.
• W4226165131 hasRelatedWork W2761559840 @default.
• W4226165131 hasRelatedWork W2789919619 @default.
• W4226165131 hasRelatedWork W3107474891 @default.
• W4226165131 hasRelatedWork W4321496520 @default.
• W4226165131 isParatext "false" @default.
• W4226165131 isRetracted "false" @default.

• next