Yangyang Shi
RESEARCH SCIENTIST | SEATTLE, UNITED STATES
Yangyang Shi is research scientist at Facebook AI, his research interest lies in machine learning, data mining, deep learning and their application in speech recognition and natural language understanding. The focus of his research is to equip different devices such as mobile phones, smart watches, smart speakers, etc., with the general intelligence to understand users’ natural language queries and to give users satisfactory results or to trigger desirable actions accordingly.
Yangyang's Publications
November 20, 2024
NLP
CORE MACHINE LEARNING
Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations
Igor Fedorov, Kate Plawiak, Lemeng Wu, Tarek Elgamal, Naveen Suda, Eric Smith, Hongyuan Zhan, Jianfeng Chi, Yuriy Hulovatyy, Kimish Patel, Zechun Liu, Yangyang Shi, Tijmen Blankevoort, Mahesh Pasupuleti, Bilge Soran, Zacharie Delpierre Coudert, Rachad Alao, Raghuraman Krishnamoorthi, Vikas Chandra
November 20, 2024
August 14, 2023
SPEECH & AUDIO
NLP
Multi-Head State Space Model for Speech Recognition
Yassir Fathullah, Chunyang Wu, Yuan Shangguan (June), Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Mark Gales, Ozlem Kalinli
August 14, 2023
October 15, 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang Shi, Ching-Feng Yeh, Chunyang Wu, Duc Le, Frank Zhang, Julian Chan, Mike Seltzer, Yongqiang Wang
October 15, 2021
August 13, 2020
RESEARCH
SPEECH & AUDIO
Weak-Attention Suppression For Transformer Based Speech Recognition
Yangyang Shi, Ching-Feng Yeh, Christian Fuegen, Chunyang Wu, Duc Le, Frank Zhang, Mike Seltzer, Yongqiang Wang
August 13, 2020
Foundational models
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Foundational models
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