3 papers
cs.CL2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages
Carlos Mullov, Ngoc-Quan Pham, Alexander Waibel
Multilingual neural machine translation systems learn to map sentences of different languages into a common representation space. Intuitively, with a growing number of seen languag…
cs.CL2024
Blending LLMs into Cascaded Speech Translation: KIT's Offline Speech Translation System for IWSLT 2024
Sai Koneru, Thai-Binh Nguyen, Ngoc-Quan Pham +4
Large Language Models (LLMs) are currently under exploration for various tasks, including Automatic Speech Recognition (ASR), Machine Translation (MT), and even End-to-End Speech T…
cs.CL2023
KIT's Multilingual Speech Translation System for IWSLT 2023
Danni Liu, Thai Binh Nguyen, Sai Koneru +7
Many existing speech translation benchmarks focus on native-English speech in high-quality recording conditions, which often do not match the conditions in real-life use-cases. In…