Search Results for author: Chih-Chiang Chang

Found 3 papers, 3 papers with code

Exploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation

1 code implementation22 Mar 2022 Chih-Chiang Chang, Hung-Yi Lee

Simultaneous speech translation (SimulST) is a challenging task aiming to translate streaming speech before the complete input is observed.

Translation

Anticipation-Free Training for Simultaneous Machine Translation

1 code implementation IWSLT (ACL) 2022 Chih-Chiang Chang, Shun-Po Chuang, Hung-Yi Lee

Existing methods increase latency or introduce adaptive read-write policies for SimulMT models to handle local reordering and improve translation quality.

Machine Translation Translation

Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation

1 code implementation Findings (ACL) 2021 Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-Yi Lee

We study the possibilities of building a non-autoregressive speech-to-text translation model using connectionist temporal classification (CTC), and use CTC-based automatic speech recognition as an auxiliary task to improve the performance.

Automatic Speech Recognition speech-recognition +2

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