Search Results for author: Guan-Ting Lin

Found 5 papers, 3 papers with code

Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition

1 code implementation27 Mar 2022 Guan-Ting Lin, Shang-Wen Li, Hung-Yi Lee

Although deep learning-based end-to-end Automatic Speech Recognition (ASR) has shown remarkable performance in recent years, it suffers severe performance regression on test samples drawn from different data distributions.

Automatic Speech Recognition

Context-gloss Augmentation for Improving Word Sense Disambiguation

no code implementations14 Oct 2021 Guan-Ting Lin, Manuel Giambi

Deep-learning techniques using BERT have achieved very promising results in the field and different methods have been proposed to integrate structured knowledge to enhance performance.

Data Augmentation Translation +1

Analyzing the Robustness of Unsupervised Speech Recognition

no code implementations7 Oct 2021 Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu, Hung-Yi Lee, Yu Tsao

In this work, we further analyze the training robustness of unsupervised ASR on the domain mismatch scenarios in which the domains of unpaired speech and text are different.

Speech Recognition Unsupervised Speech Recognition

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