Blog(2)
Initializing parameters by a pretrained masked language model (LM) [1] is a knowledge transfer method widely applied to natural language processing tasks. Following its success, pretrained neural machine translation (NMT) models have attracted more and more research interest [2,3,4,5].
In today’s world of virtual meetings, conferences, and multi-media, automatic speech translation offers a wide variety of applications. Traditional offline speech translation models used a cascade of speech recognition and text translation. In our prior works [1], we developed efficient techniques for end-to-end speech translation which outperforms traditional cascaded approaches.
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Publications(23)
Cross-Modal Decision Regularization for Simultaneous Speech Translation
AuthorMohd Abbas Zaidi, Beomseok Lee, Sangha Kim, Chanwoo Kim
PublishedAnnual Conference of the International Speech Communication Association (INTERSPEECH)
Date2022-09-18
Deep Multivariate Domain Translation for Device Invariant Pulmonary Patient Identification from Cough and Speech Sounds
AuthorMohsin Ahmed,Korosh Vatanparvar,Jilong Kuang,Alex Gao
PublishedEngineering in Medicine and Biology Conference (EMBC)
Date2022-07-11
Language Model Augmented Monotonic Attention for Simultaneous Translation
AuthorSathish Reddy Indurthi, Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim
PublishedNorth American Chapter of the Association for Computational Linguistics (NAACL)
Date2022-07-10
News(8)
Nowadays, voice assistants have been widely used by users to control smart phones. An automatic speech recognition (ASR) model plays a crucial role in the voice assistant system to recognise the user voice command, which is subsequently used for downstream tasks such as spoken language understanding and speech translation.
Large Language Models (LLMs) have showcased impressive capabilities in text generation, translation, and code synthesis. Recent efforts focus on integrating LLMs, notably ChatGPT, into robotics for tasks like zero-shot system planning [1].
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Seoul, September 12 ~ 13 Samsung AI Forum is an academic event for the foremost minds of today’s world to come together and share their views on the current and future development of Artificial Intelligence technology. saif videoPlay Registration * Registration has been closed early due to the maximum capacity. Participants Anyone with an interest in AI technology including undergraduate and graduate students, university faculty members, researchers, and members of ...