Shuo Liu

According to our database, Shuo Liu authored at least 37 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance.

Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan, Björn W. Schuller

J. Comput. Sci. Technol., July, 2024

Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment.

Jiangjian Xie, Yuwei Shi, Dongming Ni, Manuel Milling, Shuo Liu, Junguo Zhang, Kun Qian, Björn W. Schuller

IEEE Internet Things J., May, 2024

2023

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era.

Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao

Proc. IEEE, October, 2023

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.

Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller

Frontiers Digit. Health, May, 2023

Deep learning approaches for adaptive audio processing and binary classification in digital health.

Shuo Liu

PhD thesis, 2023

Multistage linguistic conditioning of convolutional layers for speech emotion recognition.

Andreas Triantafyllopoulos, Uwe D. Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller

Frontiers Comput. Sci., 2023

A review of automatic recognition technology for bird vocalizations in the deep learning era.

Jiangjian Xie, Yujie Zhong, Junguo Zhang, Shuo Liu, Changqing Ding, Andreas Triantafyllopoulos

Ecol. Informatics, 2023

The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech.

Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Björn W. Schuller

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

COVID-19 Detection from Speech in Noisy Conditions.

Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection.

Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu, Björn W. Schuller

IEEE J. Biomed. Health Informatics, 2022

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.

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

Pattern Recognit., 2022

Audio self-supervised learning: A survey.

Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller

Patterns, 2022

Evaluating the Impact of Voice Activity Detection on Speech Emotion Recognition for Autistic Children.

Manuel Milling, Alice Baird, Katrin D. Bartl-Pokorny, Shuo Liu, Alyssa M. Alcorn, Jie Shen, Teresa Tavassoli, Eloise Ainger, Elizabeth Pellicano, Maja Pantic, Nicholas Cummins, Björn W. Schuller

Frontiers Comput. Sci., 2022

The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions.

Shaoxiong Sun, Amos A. Folarin, Yuezhou Zhang, Nicholas Cummins, Shuo Liu, Callum L. Stewart, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Petroula Laiou, Heet Sankesara, Gloria Dalla Costa, Letizia Leocani, Per Soelberg Sørensen, Melinda Magyari, Ana Isabel Guerrero, Ana Zabalza, Srinivasan Vairavan, Raquel Bailón, Sara Simblett, Inez Myin-Germeys, Aki Rintala, Til Wykes, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Richard J. B. Dobson

Comput. Methods Programs Biomed., 2022

Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds.

Tianhao Yan, Hao Meng, Shuo Liu, Emilia Parada-Cabaleiro, Zhao Ren, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2022

Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models.

Zheng Gu, Xinzhou Xu, Shuo Liu, Björn W. Schuller

Proceedings of the 15th International Congress on Image and Signal Processing, 2022

COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds.

Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

A Temporal-oriented Broadcast ResNet for COVID-19 Detection.

Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Frustration recognition from speech during game interaction using wide residual networks.

Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao, Björn W. Schuller

Virtual Real. Intell. Hardw., 2021

N-HANS: A neural network-based toolkit for in-the-wild audio enhancement.

Shuo Liu, Gil Keren, Emilia Parada-Cabaleiro, Björn W. Schuller

Multim. Tools Appl., 2021

Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19.

Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Internet Things J., 2021

Fitbeat: COVID-19 Estimation based on Wristband Heart Rate.

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

CoRR, 2021

Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks.

Tianhao Yan, Hao Meng, Emilia Parada-Cabaleiro, Shuo Liu, Meishu Song, Björn W. Schuller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Deep speaker conditioning for speech emotion recognition.

Andreas Triantafyllopoulos, Shuo Liu, Björn W. Schuller

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Predicting Group Work Performance from Physical Handwriting Features in a Smart English Classroom.

Meishu Song, Kun Qian, Bin Chen, Keiju Okabayashi, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Kazumasa Togami, Ichiro Hidaka, Yueheng Wang, Björn W. Schuller, Yoshiharu Yamamoto

Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

A Novel Attention-Based Gated Recurrent Unit and its Efficacy in Speech Emotion Recognition.

Srividya Tirunellai Rajamani, Kumar T. Rajamani, Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2021

Supervised Contrastive Learning for Game-Play Frustration Detection from Speech.

Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang, Björn W. Schuller

Proceedings of the Universal Access in Human-Computer Interaction. Design Methods and User Experience, 2021

The Filtering Effect of Face Masks in their Detection from Speech.

Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information.

Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Adventitious Respiratory Classification Using Attentive Residual Neural Networks.

Zijiang Yang, Shuo Liu, Meishu Song, Emilia Parada-Cabaleiro, Björn W. Schuller

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Towards Speech Robustness for Acoustic Scene Classification.

Shuo Liu, Andreas Triantafyllopoulos, Zhao Ren, Björn W. Schuller

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

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

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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition.

Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Björn W. Schuller

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions.

Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn W. Schuller

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System.

Shuo Liu, Gil Keren, Björn W. Schuller

CoRR, 2019

Single-Channel Speech Separation with Auxiliary Speaker Embeddings.

Shuo Liu, Gil Keren, Björn W. Schuller

CoRR, 2019

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

Fabien Ringeval, Björn W. Schuller, Michel F. 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

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019