16 citations · 31 across the 15 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CL2021★ 16 cited
Adapting Monolingual Models: Data can be Scarce when Language Similarity is High
Wietse de Vries, Martijn Bartelds, Malvina Nissim +1
For many (minority) languages, the resources needed to train large models are not available. We investigate the performance of zero-shot transfer learning with as little data as po…
cs.CL2021★ 9 cited
Leveraging pre-trained representations to improve access to untranscribed speech from endangered languages
Nay San, Martijn Bartelds, Mitchell Browne +9
Pre-trained speech representations like wav2vec 2.0 are a powerful tool for automatic speech recognition (ASR). Yet many endangered languages lack sufficient data for pre-training…