Linguistically Enhanced Text to Sign Gloss Machine Translation
S Egea Gómez, L Chiruzzo, E McGill… - … on Applications of Natural …, 2022 - Springer
In spite of the recent advances in Machine Translation (MT) for spoken languages,
translation between spoken and Sign Languages (SLs) or between Sign Languages
remains a difficult problem. Here, we study how Neural Machine Translation (NMT) might
overcome the communication barriers for the Deaf and Hard-of-Hearing (DHH) community.
Namely, we approach the Text2Gloss translation task in which spoken text segments are
translated to lexical sign representations. In this context, we leverage transformer-based …
translation between spoken and Sign Languages (SLs) or between Sign Languages
remains a difficult problem. Here, we study how Neural Machine Translation (NMT) might
overcome the communication barriers for the Deaf and Hard-of-Hearing (DHH) community.
Namely, we approach the Text2Gloss translation task in which spoken text segments are
translated to lexical sign representations. In this context, we leverage transformer-based …
Linguistically Enhanced Text to Sign Gloss Machine Translation
H Saggion - … : 27th International Conference on Applications of …, 2022 - books.google.com
In spite of the recent advances in Machine Translation (MT) for spoken languages,
translation between spoken and Sign Languages (SLs) or between Sign Languages
remains a difficult problem. Here, we study how Neural Machine Translation (NMT) might
overcome the communication barriers for the Deaf and Hard-of-Hearing (DHH) community.
Namely, we approach the Text2Gloss translation task in which spoken text segments are
translated to lexical sign representations. In this context, we leverage transformer-based …
translation between spoken and Sign Languages (SLs) or between Sign Languages
remains a difficult problem. Here, we study how Neural Machine Translation (NMT) might
overcome the communication barriers for the Deaf and Hard-of-Hearing (DHH) community.
Namely, we approach the Text2Gloss translation task in which spoken text segments are
translated to lexical sign representations. In this context, we leverage transformer-based …
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