Blog(2)

• Pretrained Bidirectional Distillation for Machine Translation

  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].

• [INTERSPEECH 2022 Series #4] Cross-Modal Decision Regularization for Simultaneous Speech Translation

  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(26)

• Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

  AuthorAkhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia, JungHo Jung, Harshith Goka, Haejun Lee

  PublishedInternational Conference on Machine Learning (ICML)

  Date2024-07-21

• Modularized Multilingual NMT with Fine-grained Interlingua

  AuthorSungjun Lim, Yoonjung Choi, Sangha Kim

  PublishedNorth American Chapter of the Association for Computational Linguistics (NAACL)

  Date2024-06-20

• Open Implementation and Study of BEST-RQ for Speech Processing

  AuthorTitouan Parcollet

  PublishedInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2024-04-19

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News(14)

• How Machine Translation Team in Samsung R&D Institute Poland contributed to success of Galaxy AI

  In 2024, along with the new Galaxy S24 flagship mobile phone model, Samsung introduced Galaxy AI. This Artificial Intelligence powered technology package was aimed at helping users with every-day tasks, from translation of calls and transcriptions in chats and calls to editing pictures and searching with images.

• How Machine Translation Team in Samsung R&D Institute Poland contributed to success of Galaxy AI

  In 2024, along with the new Galaxy S24 flagship mobile phone model, Samsung introduced Galaxy AI. This Artificial Intelligence powered technology package was aimed at helping users with every-day tasks, from translation of calls and transcriptions in chats and calls to editing pictures and searching with images. The Live Translation service was one of the most fascinating ingredients of Galaxy AI.

• [Blog] Sentimental and Object-Preserving On-Device AI Wallpaper

  Samsung Galaxy S24, followed by Galaxy Z Fold 6 and Z Flip 6, are the first series of AI phones in 2024 to bring many new AI-based features that enrich the everyday lives of millions of Samsung users. A new modality of searching, real-time translation of calls across 13 different languages, effortless photo editing, and text summary, are just a few examples of AI features packed in the latest Samsung AI phones.

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Others(1)

• Samsung AI Forum 2018

  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 ...