Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200335837> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W4200335837 abstract "Sign language is a common language that deaf people around the world use to communicate with others. However, normal people are generally not familiar with sign language (SL) and they do not need to learn their language to communicate with them in everyday life. Several technologies offer possibilities for overcoming these barriers to assisting deaf people and facilitating their active lives, including natural language processing (NLP), text understanding, machine translation, and sign language simulation. In this paper, we mainly focus on the problem faced by the deaf community in Saudi Arabia as an important member of the society that needs assistance in communicating with others, especially in the field of work as a driver. Therefore, this community needs a system that facilitates the mechanism of communication with the users using NLP that allows translating Arabic Sign Language (ArSL) into voice and vice versa. Thus, this paper aims to purplish our created dataset dictionary and ArSL corpus videos that were done in our previous work. Furthermore, we illustrate our corpus, data determination (deaf driver terminologies), dataset creation and processing in order to implement the proposed future system. Therefore, the evaluation of the dataset will be presented and simulated using two methods. First, using the evaluation of four expert signers, where the result was 10.23% WER. The second method, using Cohen’s Kappa in order to evaluate the corpus of ArSL videos that was made by three signers from different regions of Saudi Arabia. We found that the agreement between signer 2 and signer 3 is 61%, which is a good agreement. In our future direction, we will use the ArSL video corpus of signer 2 and signer 3 to implement ML techniques for our deaf driver system." @default.
- W4200335837 created "2021-12-31" @default.
- W4200335837 date "2021-11-19" @default.
- W4200335837 modified "2023-09-28" @default.
- W4200335837 title "Figure 1: A diagram for recognizing spoken the Arabic language to Arabic written text (Abbas, 2020)." @default.
- W4200335837 doi "https://doi.org/10.7717/peerj-cs.741/fig-1" @default.
- W4200335837 hasPublicationYear "2021" @default.
- W4200335837 type Work @default.
- W4200335837 citedByCount "0" @default.
- W4200335837 crossrefType "component" @default.
- W4200335837 hasBestOaLocation W42003358371 @default.
- W4200335837 hasConcept C120665830 @default.
- W4200335837 hasConcept C121332964 @default.
- W4200335837 hasConcept C134306372 @default.
- W4200335837 hasConcept C138885662 @default.
- W4200335837 hasConcept C139676723 @default.
- W4200335837 hasConcept C154945302 @default.
- W4200335837 hasConcept C192209626 @default.
- W4200335837 hasConcept C203005215 @default.
- W4200335837 hasConcept C204321447 @default.
- W4200335837 hasConcept C2776230583 @default.
- W4200335837 hasConcept C33923547 @default.
- W4200335837 hasConcept C41008148 @default.
- W4200335837 hasConcept C41895202 @default.
- W4200335837 hasConcept C522192633 @default.
- W4200335837 hasConcept C96455323 @default.
- W4200335837 hasConceptScore W4200335837C120665830 @default.
- W4200335837 hasConceptScore W4200335837C121332964 @default.
- W4200335837 hasConceptScore W4200335837C134306372 @default.
- W4200335837 hasConceptScore W4200335837C138885662 @default.
- W4200335837 hasConceptScore W4200335837C139676723 @default.
- W4200335837 hasConceptScore W4200335837C154945302 @default.
- W4200335837 hasConceptScore W4200335837C192209626 @default.
- W4200335837 hasConceptScore W4200335837C203005215 @default.
- W4200335837 hasConceptScore W4200335837C204321447 @default.
- W4200335837 hasConceptScore W4200335837C2776230583 @default.
- W4200335837 hasConceptScore W4200335837C33923547 @default.
- W4200335837 hasConceptScore W4200335837C41008148 @default.
- W4200335837 hasConceptScore W4200335837C41895202 @default.
- W4200335837 hasConceptScore W4200335837C522192633 @default.
- W4200335837 hasConceptScore W4200335837C96455323 @default.
- W4200335837 hasLocation W42003358371 @default.
- W4200335837 hasOpenAccess W4200335837 @default.
- W4200335837 hasPrimaryLocation W42003358371 @default.
- W4200335837 hasRelatedWork W13202936 @default.
- W4200335837 hasRelatedWork W14439869 @default.
- W4200335837 hasRelatedWork W14502215 @default.
- W4200335837 hasRelatedWork W1713284 @default.
- W4200335837 hasRelatedWork W17372632 @default.
- W4200335837 hasRelatedWork W5860701 @default.
- W4200335837 hasRelatedWork W7686024 @default.
- W4200335837 hasRelatedWork W1728879 @default.
- W4200335837 hasRelatedWork W4098470 @default.
- W4200335837 hasRelatedWork W4758264 @default.
- W4200335837 isParatext "false" @default.
- W4200335837 isRetracted "false" @default.
- W4200335837 workType "paratext" @default.