1 code implementation • 22 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.
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.
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 Automatic Speech Recognition (ASR) +3