Phonological Representation Learning for Isolated Signs Improves Out-of-Vocabulary Generalization

Lee Kezar, Zed Sehyr, Jesse Thomason

Sign language datasets are often not representative in terms of vocabulary, underscoring the need for models that generalize to unseen signs. Vector quantization is a promising app…