no code implementations • 2 May 2024 • Xingyu Li, Fei Tao, Wei Ye, Aydin Nassehi, John W. Sutherland
In this study, we introduce Generative Manufacturing Systems (GMS) as a novel approach to effectively manage and coordinate autonomous manufacturing assets, thereby enhancing their responsiveness and flexibility to address a wide array of production objectives and human preferences.
no code implementations • 23 Oct 2020 • Yunjie Zhang, Fei Tao, Xudong Liu, Runze Su, Xiaorong Mei, Weicong Ding, Zhichen Zhao, Lei Yuan, Ji Liu
In this paper, we proposed a novel end-to-end self-organizing framework for user behavior prediction.
no code implementations • 19 Oct 2020 • Haoran Wei, Fei Tao, Runze Su, Sen yang, Ji Liu
Previous end-to-end SLU models are primarily used for English environment due to lacking large scale SLU dataset in Chines, and use only one ASR model to extract features from speech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+4
no code implementations • 14 Sep 2020 • Runze Su, Fei Tao, Xudong Liu, Hao-Ran Wei, Xiaorong Mei, Zhiyao Duan, Lei Yuan, Ji Liu, Yuying Xie
The applications of short-term user-generated video (UGV), such as Snapchat, and Youtube short-term videos, booms recently, raising lots of multimodal machine learning tasks.
no code implementations • 20 Mar 2020 • Fei Tao, Gokhan Tur
Speaker verification is an established yet challenging task in speech processing and a very vibrant research area.
no code implementations • 16 Feb 2020 • Patrick von Platen, Fei Tao, Gokhan Tur
It can be shown that SNN outperform the baseline by relative 26. 8 % Equal Error Rate (EER).
no code implementations • 12 Sep 2018 • Fei Tao, Carlos Busso
Recent advances in audiovisual speech processing using deep learning have opened opportunities to capture in a principled way the temporal relationships between acoustic and visual features.
no code implementations • 27 Oct 2017 • Fei Tao, Gang Liu
In this study, we propose a new variation of LSTM, advanced LSTM (A-LSTM), for better temporal context modeling.