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 012; et al. (AVEC@MM, 2019)

Single-Channel Speech Separation with Auxiliary Speaker Embeddings. - Shuo Liu 012; Gil Keren; Björn W. Schuller (CoRR, 2019)

N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System. - Shuo Liu 012; Gil Keren; Björn W. Schuller (CoRR, 2019)

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions. - Adria Mallol-Ragolta; Shuo Liu 012; Nicholas Cummins; Björn W. Schuller (FG, 2020)

Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. - Shuo Liu 012; Jinlong Jiao; Ziping Zhao 001; Judith Dineley; Nicholas Cummins; Björn W. Schuller (IJCNN, 2020)

An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. - Jing Han 010; Kun Qian 003; Meishu Song; Zijiang Yang 007; Zhao Ren; Shuo Liu 012; Juan Liu; Huaiyuan Zheng; Wei Ji; Tomoya Koike; Xiao Li; Zixing Zhang 001; et al. (INTERSPEECH, 2020)

Towards Speech Robustness for Acoustic Scene Classification. - Shuo Liu 012; Andreas Triantafyllopoulos; Zhao Ren; Björn W. Schuller (INTERSPEECH, 2020)

Adventitious Respiratory Classification Using Attentive Residual Neural Networks. - Zijiang Yang 007; Shuo Liu 012; Meishu Song; Emilia Parada-Cabaleiro; Björn W. Schuller (INTERSPEECH, 2020)

COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information. - Shuo Liu 012; Adria Mallol-Ragolta; Björn W. Schuller (EMBC, 2021)

The Filtering Effect of Face Masks in their Detection from Speech. - Adria Mallol-Ragolta; Shuo Liu 012; Björn W. Schuller (EMBC, 2021)

Supervised Contrastive Learning for Game-Play Frustration Detection from Speech. - Meishu Song; Emilia Parada-Cabaleiro; Shuo Liu 012; Manuel Milling; Alice Baird; Zijiang Yang 007; Björn W. Schuller (HCI (7), 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 012; Björn W. Schuller (ICASSP, 2021)

Predicting Group Work Performance from Physical Handwriting Features in a Smart English Classroom. - Meishu Song; Kun Qian 003; Bin Chen; Keiju Okabayashi; Emilia Parada-Cabaleiro; Zijiang Yang 007; Shuo Liu 012; Kazumasa Togami; Ichiro Hidaka; Yueheng Wang; Björn W. Schuller; Yoshiharu Yamamoto (ICDSP, 2021)

Deep speaker conditioning for speech emotion recognition. - Andreas Triantafyllopoulos; Shuo Liu 012; Björn W. Schuller (ICME, 2021)

Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks. - Tianhao Yan; Hao Meng; Emilia Parada-Cabaleiro; Shuo Liu 012; Meishu Song; Björn W. Schuller (Interspeech, 2021)

Fitbeat: COVID-19 Estimation based on Wristband Heart Rate. - Shuo Liu 012; Jing Han 010; Estela Laporta Puyal; Spyridon Kontaxis; Shaoxiong Sun; Patrick Locatelli; Judith Dineley; Florian B. Pokorny; Gloria Dalla Costa; Letizia Leocani; Ana Isabel Guerrero; Carlos Nos; et al. (CoRR, 2021)

Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. - Kun Qian 003; Maximilian Schmitt; Huaiyuan Zheng; Tomoya Koike; Jing Han 010; Juan Liu; Wei Ji; Junjun Duan; Meishu Song; Zijiang Yang 007; Zhao Ren; Shuo Liu 012; et al. (IEEE Internet Things J., 2021)

N-HANS: A neural network-based toolkit for in-the-wild audio enhancement. - Shuo Liu 012; Gil Keren; Emilia Parada-Cabaleiro; Björn W. Schuller (Multim. Tools Appl., 2021)

Frustration recognition from speech during game interaction using wide residual networks. - Meishu Song; Adria Mallol-Ragolta; Emilia Parada-Cabaleiro; Zijiang Yang 007; Shuo Liu 012; Zhao Ren; Ziping Zhao 001; Björn W. Schuller (Virtual Real. Intell. Hardw., 2021)

A Temporal-oriented Broadcast ResNet for COVID-19 Detection. - Xin Jing; Shuo Liu 012; Emilia Parada-Cabaleiro; Andreas Triantafyllopoulos; Meishu Song; Zijiang Yang 007; Björn W. Schuller (BHI, 2022)

COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds. - Adria Mallol-Ragolta; Shuo Liu 012; Björn W. Schuller (BHI, 2022)

Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models. - Zheng Gu; Xinzhou Xu; Shuo Liu 012; Björn W. Schuller (CISP-BMEI, 2022)

Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds. - Tianhao Yan; Hao Meng; Shuo Liu 012; Emilia Parada-Cabaleiro; Zhao Ren; Björn W. Schuller (ICASSP, 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 012; Callum L. Stewart; Yatharth Ranjan; Zulqarnain Rashid; Pauline Conde; Petroula Laiou; Heet Sankesara; Gloria Dalla Costa; et al. (Comput. Methods Programs Biomed., 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 012; Alyssa M. Alcorn; Jie Shen 008; Teresa Tavassoli; Eloise Ainger; Elizabeth Pellicano; Maja Pantic; Nicholas Cummins; Björn W. Schuller (Frontiers Comput. Sci., 2022)

Audio self-supervised learning: A survey. - Shuo Liu 012; Adria Mallol-Ragolta; Emilia Parada-Cabaleiro; Kun Qian 003; Xin Jing; Alexander Kathan; Bin Hu 001; Björn W. Schuller (Patterns, 2022)

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder. - Shuo Liu 012; Jing Han 010; Estela Laporta Puyal; Spyridon Kontaxis; Shaoxiong Sun; Patrick Locatelli; Judith Dineley; Florian B. Pokorny; Gloria Dalla Costa; Letizia Leocani; Ana Isabel Guerrero; Carlos Nos; et al. (Pattern Recognit., 2022)

Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. - Shuo Liu 012; Adria Mallol-Ragolta; Tianhao Yan; Kun Qian 003; Emilia Parada-Cabaleiro; Bin Hu 001; Björn W. Schuller (IEEE J. Biomed. Health Informatics, 2022)

COVID-19 Detection from Speech in Noisy Conditions. - Shuo Liu 012; Adria Mallol-Ragolta; Björn W. Schuller (ICASSP, 2023)

The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech. - Adria Mallol-Ragolta; Nils Urbach; Shuo Liu 012; Anton Batliner; Björn W. Schuller (INTERSPEECH, 2023)

A review of automatic recognition technology for bird vocalizations in the deep learning era. - Jiangjian Xie; Yujie Zhong; Junguo Zhang; Shuo Liu 012; Changqing Ding; Andreas Triantafyllopoulos (Ecol. Informatics, 2023)

Multistage linguistic conditioning of convolutional layers for speech emotion recognition. - Andreas Triantafyllopoulos; Uwe D. Reichel; Shuo Liu 012; Stephan Huber; Florian Eyben; Björn W. Schuller (Frontiers Comput. Sci., 2023)

Deep learning approaches for adaptive audio processing and binary classification in digital health. - Shuo Liu 012 (2023)

The MASCFLICHT Corpus. - Adria Mallol-Ragolta; Nils Urbach; Shuo Liu 012; Anton Batliner; Björn W. Schuller (Zenodo, 2023)

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. - Andreas Triantafyllopoulos; Alexander Kathan; Alice Baird; Lukas Christ; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Tobias Hübner; Xin Jing; Shuo Liu 012; Adria Mallol-Ragolta; Manuel Milling; et al. (Frontiers Digit. Health, 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 007; Panagiotis Tzirakis; Shuo Liu 012; Silvan Mertes; Elisabeth André; Ruibo Fu; Jianhua Tao 001 (Proc. IEEE, 2023)

Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment. - Jiangjian Xie; Yuwei Shi; Dongming Ni; Manuel Milling; Shuo Liu 012; Junguo Zhang; Kun Qian 003; Björn W. Schuller (IEEE Internet Things J., 2024)

Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. - Manuel Milling; Shuo Liu 012; Andreas Triantafyllopoulos; Ilhan Aslan; Björn W. Schuller (J. Comput. Sci. Technol., 2024)