Björn W. Schuller

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 818

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Ruiyu Liang, Yue Xie, Jiaming Cheng, Cong Pang, Björn W. Schuller
A Non-Invasive Speech Quality Evaluation Algorithm for Hearing Aids With Multi-Head Self-Attention and Audiogram-Based Features. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
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)
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. ICASSP (2024)
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. IEEE Comput. Intell. Mag. 19 (3) (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)
Vincent Karas, Dagmar M. Schuller, Björn W. Schuller
Audiovisual Affect Recognition for Autonomous Vehicles: Applications and Future Agendas. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Andreas Triantafyllopoulos, Björn W. Schuller
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. CoRR (2024)
Philipp Wagner, Andreas Triantafyllopoulos, Alexander Gebhard, Björn W. Schuller
Audio-based Step-count Estimation for Running - Windowing and Neural Network Baselines. CoRR (2024)
Xin Jing, Andreas Triantafyllopoulos, Björn W. Schuller
ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. CoRR (2024)
Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Björn W. Schuller
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. CoRR (2024)
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
Exploring Meta Information for Audio-Based Zero-Shot Bird Classification. ICASSP (2024)
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. ICASSP (2024)
Jiangjian Xie, Yuwei Shi, Dongming Ni, Manuel Milling, Shuo Liu, Junguo Zhang, Kun Qian, Björn W. Schuller
Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment. IEEE Internet Things J. 11 (9) (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)
Xin Jing, Luyang Zhang, Jiangjian Xie, Alexander Gebhard, Alice Baird, Björn W. Schuller
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species 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)
Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP (2024)
Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller
Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. ICASSP (2024)
Rui Liu, Haolin Zuo, Zheng Lian, Xiaofen Xing, Björn W. Schuller, Haizhou Li
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset. CoRR (2024)
Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller
Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. CoRR (2024)
Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titcomb, Sabrina Egglestone, Ana Tendero Cañadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel, Tracey Thornley, Peter Diggle, Sylvia Richardson, Josef Packham, Björn W. Schuller, Davide Pigoli, Steven G. Gilmour, Stephen J. Roberts, Christopher C. Holmes
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. Nat. Mac. Intell. 6 (2) (2024)
Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? IEEE Trans. Affect. Comput. 15 (2) (2024)
Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock, Alican Akman
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio. ICASSP (2024)
Georgios Rizos, Jenna L. Lawson, Björn W. Schuller
Meet the authors: Georgios Rizos, Jenna L. Lawson, and Björn W. Schuller. Patterns 5 (3) (2024)
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
Speech Emotion Recognition under Resource Constraints with Data Distillation. CoRR (2024)
Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
Sustained Vowels for Pre- vs Post-Treatment COPD Classification. CoRR (2024)
Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. CoRR (2024)
Adria Mallol-Ragolta, Björn W. Schuller
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager. IEEE Access 12 (2024)
Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. CoRR (2024)
Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices. IEEE Trans. Instrum. Meas. 73 (2024)
Selim Solmaz, Pamela Innerwinkler, Michal Wójcik, Kailin Tong, Elena Politi, George Dimitrakopoulos, Patrick Purucker, Alfred Höß, Björn W. Schuller, Reiner John
Robust Robotic Search and Rescue in Harsh Environments: An Example and Open Challenges. ROSE (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)
Lukas Christ, Shahin Amiriparian, Friederike Hawighorst, Ann-Kathrin Schill, Angelo Boutalikakis, Lorenz Graf-Vlachy, Andreas König, Björn W. Schuller
This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach. CoRR (2024)
Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Björn W. Schuller
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. ICASSP (2024)
Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR (2024)
Andreas Triantafyllopoulos, Björn W. Schuller
Expressivity and Speech Synthesis. CoRR (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. ICASSP (2024)
Maurice Gerczuk, Shahin Amiriparian, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Björn W. Schuller
Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment. CoRR (2024)
Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Björn W. Schuller, Wenming Zheng
Improving Speaker-Independent Speech Emotion Recognition using Dynamic Joint Distribution Adaptation. ICASSP (2024)
Rong Gao, Xin Liu, Bohao Xing, Zitong Yu, Björn W. Schuller, Heikki Kälviäinen
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding. CoRR (2024)
Mostafa M. Amin, Björn W. Schuller
On Prompt Sensitivity of ChatGPT in Affective Computing. CoRR (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. IEEE Access 12 (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)
Oliver Schrüfer, Manuel Milling, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition. CoRR (2024)
Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. CoRR (2024)
Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. ACL (Findings) (2024)
Alican Akman, Björn W. Schuller
AttHear: Explaining Audio Transformers Using Attention-Aware NMF. ICASSP (2024)
Shahin Amiriparian, Filip Packan, Maurice Gerczuk, Björn W. Schuller
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets. CoRR (2024)
Jiaming Cheng, Ruiyu Liang, Lin Zhou, Li Zhao, Chengwei Huang, Björn W. Schuller
Residual Fusion Probabilistic Knowledge Distillation for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Helena Bilandzic, Anja Kalch, Susanne Kinnebrock, Benedikt Buchner, Ingo Kollar, Björn W. Schuller
Discursive Resilience. Datenschutz und Datensicherheit (dud) 48 (6) (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior 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)
Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats. CoRR (2024)
Cong Pang, Jingjie Fan, Qifan Shen, Yue Xie, Chengwei Huang, Björn W. Schuller
Multichannel Speech Enhancement Based on Neural Beamforming and a Context-Focused Post-Filtering Network. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
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. ICASSP (2024)
Georgios Rizos, Jenna Lawson, Simon Mitchell, Pranay Shah, Xin Wen, Cristina Banks-Leite, Robert M. Ewers, Björn W. Schuller
Propagating variational model uncertainty for bioacoustic call label smoothing. Patterns 5 (3) (2024)
Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Björn W. Schuller
Abusive Speech Detection in Indic Languages Using Acoustic Features. CoRR (2024)
Shahin Amiriparian, Maurice Gerczuk, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Alexander Kathan, Björn W. Schuller
Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine. CoRR (2024)
Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in 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)
Shahin Amiriparian, Lukas Christ, Regina Kushtanova, Maurice Gerczuk, Alexandra Teynor, Björn W. Schuller
Speech-Based Classification of Defensive Communication: A Novel Dataset and Results. INTERSPEECH (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)
Felix Burkhardt, Florian Eyben, Björn W. Schuller
Nkululeko: Machine Learning Experiments on Speaker Characteristics Without Programming. INTERSPEECH (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)
Mohammad Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. INTERSPEECH (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)

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Publication Activity (10 Years)

Top Topics

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Björn W. Schuller