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Artificial Intelligence Computing Leadership from NVIDIA
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Research Labs
All Research Labs
3D Deep Learning
Applied Research
Autonomous Vehicles
Deep Imagination
Publications
AI Playground
New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
Robotics
All Areas
Careers
Academic Collaborations
Government Collaborations
Graduate Fellowship
Internships
Research Openings
Research Scientists
Meet the Team
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Research Areas
Machine Translation
Associated Publications
2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
Yuchen Hu, Chen Chen,
Huck Yang
, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
NeurIPS
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
Yuchen Hu, Chen Chen,
Huck Yang
, Ruizhe Li, Zhehuai Chen, Eng Siong Chng
ACL 2024
An Empirical Study of Mamba-based Language Models
Roger Waleffe,
Wonmin Byeon
, Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu,
Ali Hatamizadeh
, Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper,
Jan Kautz
, Mohammad Shoeybi, Bryan Catanzaro
https://arxiv.org/pdf/2406.07887
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
YuChen Hu, Chen Chen,
Huck Yang
, Ruizhe Li, Chao Zhang, Pin-Yu Chen, EnSiong Chng
ICLR 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Ensiong Chng,
Huck Yang
ICLR 2024
A Chat about Boring Problems: Studying GPT-Based Text Normalization
Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg
ICASSP
2023
Leveraging Synthetic Targets for Machine Translation
Sarthak Mittal, Oleskii Hrinchuk, Oleksii Kuchaiev
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
Oleksii Hrinchuk, Vahid Noroozi, Abhinav Khattar, Anton Peganov, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev
IWSLT
2021
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev
