42 citations · 109 across the 21 of their papers we have counts for
45 papers
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation
Danni Liu, Jan Niehues
The cornerstone of multilingual neural translation is shared representations across languages. Given the theoretically infinite representation power of neural networks, semanticall…
Efficient Speech Translation with Pre-trained Models
Zhaolin Li, Jan Niehues
When building state-of-the-art speech translation models, the need for large computational resources is a significant obstacle due to the large training data size and complex model…
Adaptive multilingual speech recognition with pretrained models
Ngoc-Quan Pham, Alex Waibel, Jan Niehues
Multilingual speech recognition with supervised learning has achieved great results as reflected in recent research. With the development of pretraining methods on audio and text d…
CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022
Peter Polák, Ngoc-Quan Ngoc, Tuan-Nam Nguyen +5
In this paper, we describe our submission to the Simultaneous Speech Translation at IWSLT 2022. We explore strategies to utilize an offline model in a simultaneous setting without…
LibriS2S: A German-English Speech-to-Speech Translation Corpus
Pedro Jeuris, Jan Niehues
Recently, we have seen an increasing interest in the area of speech-to-text translation. This has led to astonishing improvements in this area. In contrast, the activities in the a…
Multilingual Simultaneous Speech Translation
Shashank Subramanya, Jan Niehues
Applications designed for simultaneous speech translation during events such as conferences or meetings need to balance quality and lag while displaying translated text to deliver…