Björn W. Schuller

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 755

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Björn W. Schuller, Wenming Zheng
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation. CoRR (2024)
Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. Biomed. Signal Process. Control. 88 (Part A) (2024)
Yong Wang, Cheng Lu, Hailun Lian, Yan Zhao, Björn W. Schuller, Yuan Zong, Wenming Zheng
Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition. CoRR (2024)
Chao Li, Ning Bian, Ziping Zhao, Haishuai Wang, Björn W. Schuller
Multi-view domain-adaptive representation learning for EEG-based emotion recognition. Inf. Fusion 104 (2024)
Adria Mallol-Ragolta, Björn W. Schuller
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager. IEEE Access 12 (2024)
Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR (2024)
Yan Zhao, Jincen Wang, Cheng Lu, Sunan Li, Björn W. Schuller, Yuan Zong, Wenming Zheng
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition. CoRR (2024)
Tomoya Koike, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An Investigation on Data Augmentation and Multiple Instance Learning for Diagnosis of COVID-19 from Speech and Cough Sound. ICCE-Taiwan (2023)
Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. MuSe@ACM Multimedia (2023)
Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer
Classification of stuttering - The ComParE challenge and beyond. Comput. Speech Lang. 81 (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
Survey of Deep Representation Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (2) (2023)
Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Heriberto Cuayáhuitl, Björn W. Schuller
Sparks of Large Audio Models: A Survey and Outlook. CoRR (2023)
Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Exploring interpretable representations for heart sound abnormality detection. Biomed. Signal Process. Control. 82 (2023)
Zhao Ren, Kun Qian, Tanja Schultz, Björn W. Schuller
An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio Processing. MMAsia (Workshops) (2023)
Andreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller
Multistage linguistic conditioning of convolutional layers for speech emotion recognition. Frontiers Comput. Sci. 5 (2023)
Arne Bruns, Anika A. Spiesberger, Andreas Triantafyllopoulos, Patric Müller, Björn W. Schuller
"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users. SUMAC @ ACM Multimedia (2023)
Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller
Customising General Large Language Models for Specialised Emotion Recognition Tasks. CoRR (2023)
Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence. Frontiers Comput. Sci. 5 (2023)
Dewen Xu, Zhihua Wang, Tsuyoshi Kitajima, Toru Nakamura, Hiroko Shimura, Hiroki Takeuchi, Yang Tan, Runze Ge, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity Data. ICDM (Workshops) (2023)
Alexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn W. Schuller
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning. MMSports@MM (2023)
Jiaming Cheng, Ruiyu Liang, Li Zhao, Chengwei Huang, Björn W. Schuller
Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GAN. IEEE Signal Process. Lett. 30 (2023)
Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian, Zhihua Wang, Yu Ma, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Federated Intelligent Terminals Facilitate Stuttering Monitoring. ICASSP (2023)
Xiangheng He, Junjie Chen, Björn W. Schuller
Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits. CoRR (2023)
Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
Computational Charisma - A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence. CoRR (2023)
Georgios Rizos, Rafael A. Calvo, Björn W. Schuller
Positive-Pair Redundancy Reduction Regularisation for Speech-Based Asthma Diagnosis Prediction. ICASSP (2023)
Mostafa M. Amin, Erik Cambria, Björn W. Schuller
Can ChatGPT's Responses Boost Traditional Natural Language Processing? CoRR (2023)
Ziping Zhao, Huan Wang, Haishuai Wang, Björn W. Schuller
hierarchical network with decoupled knowledge distillation for speech emotion recognition. CoRR (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
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
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. Proc. IEEE 111 (10) (2023)
Jiangjian Xie, Yujie Zhong, Junguo Zhang, Changchun Zhang, Björn W. Schuller
A weakly supervised spatial group attention network for fine-grained visual recognition. Appl. Intell. 53 (20) (2023)
Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. CoRR (2023)
Zhengxin Joseph Ye, Björn W. Schuller
Human-aligned trading by imitative multi-loss reinforcement learning. Expert Syst. Appl. 234 (2023)
Gauri Deshpande, Yagna Gudipalli, Sachin Patel, Björn W. Schuller
Applying Speech Derived Breathing Patterns to Automatically Classify Human Confidence. EUSIPCO (2023)
Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. CoRR (2023)
Luyu Chen, Lin Shen, Dan Yu, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Multi-Track Music Generation with WGAN-GP and Attention Mechanisms. GCCE (2023)
Minki Cho, Zhonghao Zhao, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Snore Sound Recognition via an Explainable Capsule Network. GCCE (2023)
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
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health 5 (2023)
Mostafa M. Amin, Erik Cambria, Björn W. Schuller
Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT. IEEE Intell. Syst. 38 (2) (2023)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning. ICASSP (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. 14 (1) (2023)
Björn W. Schuller, Matti Pietikäinen
Affective Computing [Scanning the Issue]. Proc. IEEE 111 (10) (2023)
Felix Burkhardt, Uwe Reichel, Florian Eyben, Björn W. Schuller
Going Retro: Astonishingly Simple Yet Effective Rule-based Prosody Modelling for Speech Synthesis Simulating Emotion Dimensions. CoRR (2023)
Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. ICASSP (2023)
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. CoRR (2023)
Rodrigo Mira, Eduardo Coutinho, Emilia Parada-Cabaleiro, Björn W. Schuller
Automated composition of Galician Xota - tuning RNN-based composers for specific musical styles using deep Q-learning. PeerJ Comput. Sci. 9 (2023)
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. ICDM (Workshops) (2023)
Zhihao Bao, Kun Qian, Zhonghao Zhao, Mengkai Sun, Ruolan Huang, Dewen Xu, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model. EMBC (2023)
Mina A. Nessiem, Mostafa M. Amin, Björn W. Schuller
SMILENets: Audio Representation Learning via Neural Knowledge Distillation of Traditional Audio-Feature Extractors. ICFSP (2023)
Jingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Najla D. Al Futaisi, Alejandrina Cristià, Björn W. Schuller
Hearttoheart: The Arts of Infant Versus Adult-Directed Speech Classification. ICASSP (2023)
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Ashwin Venkateshvaran, Andreas Triantafyllopoulos, Alexander Kathan, Björn W. Schuller
Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation. IEEE Access 11 (2023)
Gauri Deshpande, Björn W. Schuller, Pallavi Deshpande, Anuradha Rajiv Joshi
Automatic Breathing Pattern Analysis from Reading-Speech Signals. EMBC (2023)
Hagen Wierstorf, Johannes Wagner, Florian Eyben, Felix Burkhardt, Björn W. Schuller
audb - Sharing and Versioning of Audio and Annotation Data in Python. CoRR (2023)
Ziping Zhao, Huan Wang, Haishuai Wang, Björn W. Schuller
Hierarchical Network with Decoupled Knowledge Distillation for Speech Emotion Recognition. ICASSP (2023)
Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Björn W. Schuller, Maja Pantic
End-to-End Video-to-Speech Synthesis Using Generative Adversarial Networks. IEEE Trans. Cybern. 53 (6) (2023)
Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (2) (2023)
Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio. CoRR (2023)
Runze Ge, Zhihua Wang, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An End-to-End Model for Speech-based Somatisation Disorder Detection. GCCE (2023)
Mostafa M. Amin, Erik Cambria, Björn W. Schuller
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT. CoRR (2023)
Shahin Amiriparian, Björn W. Schuller, Nabiha Asghar, Heiga Zen, Felix Burkhardt
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion. IEEE Trans. Affect. Comput. 14 (1) (2023)
Mingyue Niu, Ziping Zhao, Jianhua Tao, Ya Li, Björn W. Schuller
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction. IEEE Trans. Affect. Comput. 14 (3) (2023)
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
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR (2023)
Yuezhou Zhang, Amos A. Folarin, Judith Dineley, Pauline Conde, Valeria de Angel, Shaoxiong Sun, Yatharth Ranjan, Zulqarnain Rashid, Callum L. Stewart, Petroula Laiou, Heet Sankesara, Linglong Qian, Faith Matcham, Katie M. White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Björn W. Schuller, Srinivasan Vairavan, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Richard JB Dobson, Nicholas Cummins, RADAR-CNS Consortium
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. CoRR (2023)
Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller
A summary of the ComParE COVID-19 challenges. Frontiers Digit. Health 5 (2023)
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
Fast Yet Effective Speech Emotion Recognition with Self-Distillation. ICASSP (2023)
Anna Derington, Hagen Wierstorf, Ali Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Testing Speech Emotion Recognition Machine Learning Models. CoRR (2023)
Guihua Tian, Kun Qian, Xinyi Li, Mengkai Sun, Hao Jiang, Wanyong Qiu, Xiaoming Xie, Zhonghao Zhao, Liangqing Huang, Siyan Luo, Tianxing Guo, Ran Cai, Zhihua Wang, Björn W. Schuller
Can a Holistic View Facilitate the Development of Intelligent Traditional Chinese Medicine? A Survey. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Felix Burkhardt, Anna Derington, Matthias Kahlau, Klaus R. Scherer, Florian Eyben, Björn W. Schuller
Masking Speech Contents by Random Splicing: is Emotional Expression Preserved? ICASSP (2023)
Yu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Explainable Stuttering Recognition Using Axial Attention. ICIC (3) (2023)
Anton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu, Björn W. Schuller
Ethical Awareness in Paralinguistics: A Taxonomy of Applications. Int. J. Hum. Comput. Interact. 39 (9) (2023)
Manuel Milling, Michelle Lienhart, Yuliia Oksymets, Alexander Gebhard, Manuel Brugger, Christoph Westerhausen, Björn W. Schuller
NeuroCellCentreDB: Exploring a Novel Dataset for Neuron-like Cell Centre Detection with Deep Neural Networks. EMBC (2023)
Lukas Stappen, Jeremy Dillmann, Serena Striegel, Hans-Jörg Vögel, Nicolas Flores-Herr, Björn W. Schuller
Integrating Generative Artificial Intelligence in Intelligent Vehicle Systems. ITSC (2023)
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Björn W. Schuller
A novel and simple approach to regularise attention frameworks and its efficacy in segmentation. EMBC (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (4) (2023)
Gauri Deshpande, Björn W. Schuller, Pallavi Deshpande, Anuradha Rajiv Joshi, S. K. Oza, Sachin Patel
Analysing Breathing Patterns in Reading and Spontaneous Speech. SPECOM (2) (2023)
Kun Qian, Gyorgy Fazekas, Shengchen Li, Zijin Li, Björn W. Schuller
Editorial: Human-centred computer audition: sound, music, and healthcare. Frontiers Digit. Health 5 (2023)
Cuiping Zhu, Zhonghao Zhao, Yang Tan, Mengkai Sun, Kun Qian, Tao Jiang, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Less is More: A Novel Feature Extraction Method for Heart Sound Classification via Fractal Transformation. EMBC (2023)
Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach. EMBC (2023)
Lukas Stappen, Jeremy Dillmann, Serena Striegel, Hans-Jörg Vögel, Nicolas Flores-Herr, Björn W. Schuller
Integrating Generative Artificial Intelligence in Intelligent Vehicle Systems. CoRR (2023)
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
Exploring Meta Information for Audio-based Zero-shot Bird Classification. CoRR (2023)
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice E. Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. ACM Multimedia (2023)
Panagiotis Tzirakis, Alice Baird, Jeffrey A. Brooks, Christopher Gagne, Lauren Kim, Michael Opara, Christopher B. Gregory, Jacob Metrick, Garrett Boseck, Vineet Tiruvadi, Björn W. Schuller, Dacher Keltner, Alan Cowen
Large-Scale Nonverbal Vocalization Detection Using Transformers. ICASSP (2023)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller
Improving Speech Emotion Recognition Performance using Differentiable Architecture Search. CoRR (2023)
Lukas Stappen, Alice Baird, Lea Schumann, Björn W. Schuller
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements. IEEE Trans. Affect. Comput. 14 (2) (2023)
Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller
COVID-19 Detection from Speech in Noisy Conditions. ICASSP (2023)
Jonah Anton, Harry Coppock, Pancham Shukla, Björn W. Schuller
Audio Barlow Twins: Self-Supervised Audio Representation Learning. ICASSP (2023)
Zheng Lian, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing. ACM Multimedia (2023)
Frank Xing, Björn W. Schuller, Iti Chaturvedi, Erik Cambria, Amir Hussain
Guest Editorial Neurosymbolic AI for Sentiment Analysis. IEEE Trans. Affect. Comput. 14 (3) (2023)
Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller
Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. ICASSP (2023)
Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Zixing Zhang, Liyizhe Peng, Tao Pang, Jing Han, Huan Zhao, Björn W. Schuller
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models. CoRR (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Speech Synthesis With Mixed Emotions. IEEE Trans. Affect. Comput. 14 (4) (2023)
Shahin Amiriparian, Alexander Meiners, Daniel Lukas Rothenpieler, Alexander Kathan, Maurice Gerczuk, Björn W. Schuller
Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method. EMBC (2023)
Mostafa M. Amin, Erik Cambria, Björn W. Schuller
Can ChatGPT's Responses Boost Traditional Natural Language Processing? IEEE Intell. Syst. 38 (5) (2023)
Zheng Lian, Haiyang Sun, Licai Sun, Kang Chen, Mingyu Xu, Kexin Wang, Ke Xu, Yu He, Ying Li, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. ACM Multimedia (2023)
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Maurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. EMBC (2023)
Aljoscha Düsterhöft, Felix Burkhardt, Björn W. Schuller
Happy or Evil Laughter? Analysing a Database of Natural Audio Samples. CoRR (2023)

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Björn W. Schuller