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

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