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I am currently a Senior Staff Research Scientist at Meta, working on multimodal LLM on the GenAI Foundation team (the team that makes and herds Llamas).Previously, I was a Research Lead / Senior TLM at TikTok, where I led the Music Machine Learning Research Team to work on generative AI, controllable end-to-end music generation, and large-scale music understanding.Before that, I was a Research Scientist Manager in the Meta AI Speech Team, where I led the effort to push and deploy the state-of-the-art in end-to-end ASR, rare word and entity recognition, contextual biasing, language model fusion, large-scale multilingual ASR, and spoken language understanding.I have co-authored over 40 peer-reviewed papers in speech and language processing, primarily focusing on making end-to-end ASR more customizable, more accurate on long-tail use cases, more on-device friendly, and more language agnostic. I have served as session chair for ICASSP (2021, 2022, 2023) and INTERSPEECH (2022), and am an active reviewer for ICASSP, INTERSPEECH, ASRU, SLT, TASLP, and Speech Communication.Current CV:https://github.com/ducle90/ducle.github.io/blob/main/DucLe_CV.pdfGoogle Scholar:https://scholar.google.com/citations?user=Zorb5T4AAAAJ&hl=en
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Senior Staff Research ScientistMeta Mar 2024 - PresentMenlo Park, Ca, UsGenAI Foundation team (the team that makes and herds Llamas). Working on multimodal LLM, specializing in the audio modality. -
Research LeadTiktok Jan 2023 - Mar 2024Los Angeles, California, UsLed the TikTok Music Machine Learning Research Team. Worked on generative AI, controllable end-to-end music generation, and large-scale music understanding. -
Research Scientist ManagerMeta Jan 2022 - Jan 2023Menlo Park, Ca, UsResearch Scientist Manager in the Meta AI Speech Team (part of Reality Labs). Led an applied research team that pushed the state-of-the-art in end-to-end ASR, rare word and entity recognition, contextual biasing, language model fusion, large-scale multilingual speech recognition, and spoken language understanding. -
Staff Research ScientistMeta Sep 2017 - Jan 2022Menlo Park, Ca, UsTech Lead in the Meta AI Speech Team (part of Reality Labs), specializing in end-to-end ASR and acoustic modeling. Developed the foundational ASR technology that is now used across the company and drove multiple high-impact R&D efforts. -
Research InternFacebook May 2016 - Aug 2016Worked on multi-task CTC acoustic model training and model compression based on weight pruning. -
Research InternFacebook May 2015 - Aug 2015Worked on i-vector based Deep Neural Network acoustic model adaptation for large-vocabulary speech recognition. -
Software Engineer InternAmazon May 2012 - Aug 2012Seattle, Wa, UsDeveloped an Android authorization platform for Amazon mobile apps. Shipped to Kindle Fire devices. -
Software Engineer InternAmazon May 2011 - Aug 2011Seattle, Wa, UsDeveloped an automated web UI testing tool using Ruby on Rails to automatically detect interface discrepancies. Won Most Innovative Project award in Amazon e-Commerce Platform Services division.
Duc Le Skills
Duc Le Education Details
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University Of MichiganComputer Science -
The University Of Texas At DallasComputer Science
Frequently Asked Questions about Duc Le
What company does Duc Le work for?
Duc Le works for Meta
What is Duc Le's role at the current company?
Duc Le's current role is Sr. Staff Research Scientist, Multimodal LLM @ Meta.
What is Duc Le's email address?
Duc Le's email address is le****@****ail.com
What is Duc Le's direct phone number?
Duc Le's direct phone number is +121467*****
What schools did Duc Le attend?
Duc Le attended University Of Michigan, The University Of Texas At Dallas.
What are some of Duc Le's interests?
Duc Le has interest in New Technology, Algorithm Design, Table Tennis, Project Management, Classical Guitar, Research, Soccer, Web Development, Politics, Education.
What skills is Duc Le known for?
Duc Le has skills like Speech Recognition, Multiprocessing, Algorithms, C, Jquery, Ruby, Windows, Matlab, Authentication, Prolog, Web Development, Lisp.
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