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Multistage linguistic conditioning of convolutional layers for speech emotion recognition


Oct 13, 2021
Andreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller


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Fitbeat: COVID-19 Estimation based on Wristband Heart Rate


Apr 19, 2021
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocan, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Amos A Folarin, Richard JB Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A Narayan, Matthew Hotopf, Giancarlo Comi, Björn Schuller

* 34pages, 4figures 

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Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE)


Aug 11, 2020
Nirupam Gupta, Shuo Liu, Nitin H. Vaidya

* The report includes 52 pages, and 16 figures. Extension of our prior work on Byzantine fault-tolerant distribution optimization (arXiv:1903.08752 and doi:10.1145/3382734.3405748) to Byzantine fault-tolerant distributed machine learning 

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An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety


May 14, 2020
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller


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AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition


Jul 10, 2019
Fabien Ringeval, Björn Schuller, Michel Valstar, NIcholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Messner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic


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Single-Channel Speech Separation with Auxiliary Speaker Embeddings


Jun 24, 2019
Shuo Liu, Gil Keren, Björn Schuller

* 5 pages including reference 

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IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation


Jun 25, 2018
Shuo Liu, Vijay John, Erik Blasch, Zheng Liu, Ying Huang

* Present at CVPR Workshops 2018 

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Efficient Traffic-Sign Recognition with Scale-aware CNN


May 31, 2018
Yuchen Yang, Shuo Liu, Wei Ma, Qiuyuan Wang, Zheng Liu

* This paper has been published on BMVC 2017 

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Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness


Nov 30, 2017
Shuo Liu, Zheng Liu

* Published at the Sensors & Electronics Technology (SET) panel Symposium SET-241 on 9th NATO Military Sensing Symposium 

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Multi-Fingered Robotic Grasping: A Primer


Jul 22, 2016
Stefano Carpin, Shuo Liu, Joe Falco, Karl Van Wyk


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