10 citations · 12 across the 8 of their papers we have counts for
9 papers
Machine Translation for Sign Languages
Ozge Mercanoglu Sincan, Anton Pelykh, Edward Fish +7
Sign language machine translation has progressed substantially over the past decade, evolving from isolated sign recognition to end-to-end translation systems. Advances in pose est…
SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work
Harry Walsh, Ed Fish, Ozge Mercanoglu Sincan +19
Sign Language Production (SLP) is the task of generating sign language video from spoken language inputs. The field has seen a range of innovations over the last few years, with th…
Using Sign Language Production as Data Augmentation to enhance Sign Language Translation
Harry Walsh, Maksym Ivashechkin, Richard Bowden
Machine learning models fundamentally rely on large quantities of high-quality data. Collecting the necessary data for these models can be challenging due to cost, scarcity, and pr…
Hands-On: Segmenting Individual Signs from Continuous Sequences
JianHe Low, Harry Walsh, Ozge Mercanoglu Sincan +1
This work tackles the challenge of continuous sign language segmentation, a key task with huge implications for sign language translation and data annotation. We propose a transfor…
Sign Stitching: A Novel Approach to Sign Language Production
Harry Walsh, Ben Saunders, Richard Bowden
Sign Language Production (SLP) is a challenging task, given the limited resources available and the inherent diversity within sign data. As a result, previous works have suffered f…
Select and Reorder: A Novel Approach for Neural Sign Language Production
Harry Walsh, Ben Saunders, Richard Bowden
Sign languages, often categorised as low-resource languages, face significant challenges in achieving accurate translation due to the scarcity of parallel annotated datasets. This…
A Data-Driven Representation for Sign Language Production
Harry Walsh, Abolfazl Ravanshad, Mariam Rahmani +1
Phonetic representations are used when recording spoken languages, but no equivalent exists for recording signed languages. As a result, linguists have proposed several annotation…
Gloss Alignment Using Word Embeddings
Harry Walsh, Ozge Mercanoglu Sincan, Ben Saunders +1
Capturing and annotating Sign language datasets is a time consuming and costly process. Current datasets are orders of magnitude too small to successfully train unconstrained \acf{…
Changing the Representation: Examining Language Representation for Neural Sign Language Production
Harry Walsh, Ben Saunders, Richard Bowden
Neural Sign Language Production (SLP) aims to automatically translate from spoken language sentences to sign language videos. Historically the SLP task has been broken into two ste…