1 code implementation • 28 Apr 2023 • Ruchao Fan, Yunzheng Zhu, Jinhan Wang, Abeer Alwan
With the proposed methods (E-APC and DRAFT), the relative WER improvements are even larger (30% and 19% on the OGI and MyST data, respectively) when compared to the models without using pretraining methods.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • 24 Feb 2022 • Yunzheng Zhu, Ruchao Fan, Abeer Alwan
When data are scarce, the model might overfit to the training data, and hence good starting points for training are essential.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 18 Jun 2021 • Jinhan Wang, Yunzheng Zhu, Ruchao Fan, Wei Chu, Abeer Alwan
~ 5 hours of transcribed data and ~ 60 hours of untranscribed data are provided to develop a German ASR system for children.