Leveraging pre-trained representations to improve access to untranscribed speech from endangered languages

1 code implementation • 26 Mar 2021 • Nay San, Martijn Bartelds, Mitchell Browne, Lily Clifford, Fiona Gibson, John Mansfield, David Nash, Jane Simpson, Myfany Turpin, Maria Vollmer, Sasha Wilmoth, Dan Jurafsky

Surprisingly, the English model outperformed the multilingual model on 4 Australian language datasets, raising questions around how to optimally leverage self-supervised speech representations for QbE-STD.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1