Björn W. Schuller - researchr alias

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Viewing Publication 1 - 100 from 603

2024

Multi-view domain-adaptive representation learning for EEG-based emotion recognitionChao Li, Ning Bian, Ziping Zhao 0001, Haishuai Wang, Björn W. Schuller. inffus, 104:102156, April 2024. [doi]

Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue ManagerAdria Mallol-Ragolta, Björn W. Schuller. access, 12:20654-20662, 2024. [doi]

Meet the authors: Georgios Rizos, Jenna L. Lawson, and Björn W. SchullerGeorgios Rizos, Jenna L. Lawson, Björn W. Schuller. patterns, 5(3):100952, March 2024. [doi]

Propagating variational model uncertainty for bioacoustic call label smoothingGeorgios Rizos, Jenna Lawson, Simon Mitchell, Pranay Shah, Xin Wen, Cristina Banks-Leite, Robert M. Ewers, Björn W. Schuller. patterns, 5(3):100932, March 2024. [doi]

COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion RecognitionMani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar. pami, 46(2):805-822, February 2024. [doi]

Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infectionAndreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller. bspc, 88(Part A):105642, February 2024. [doi]

LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable DevicesLixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian 0003, Bin Hu 0001, Yoshiharu Yamamoto, Björn W. Schuller. tim, 73:1-11, 2024. [doi]

2023

Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence GapJohannes Wagner 0001, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller. pami, 45(9):10745-10759, September 2023. [doi]

Hierarchical Network with Decoupled Knowledge Distillation for Speech Emotion RecognitionZiping Zhao 0001, Huan Wang, Haishuai Wang, Björn W. Schuller. icassp 2023: 1-5 [doi]

Intelligent Music Intervention for Mental Disorders: Insights and PerspectivesKun Qian 0003, Björn W. Schuller, Xiaohong Guan, Bin Hu 0001. tcss, 10(1):2-9, February 2023. [doi]

Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPTMostafa M. Amin, Erik Cambria, Björn W. Schuller. expert, 38(2):15-23, March - April 2023. [doi]

Can ChatGPT's Responses Boost Traditional Natural Language Processing?Mostafa M. Amin, Erik Cambria, Björn W. Schuller. expert, 38(5):5-11, September - October 2023. [doi]

Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining MethodShahin Amiriparian, Alexander Meiners, Daniel Lukas Rothenpieler, Alexander Kathan, Maurice Gerczuk, Björn W. Schuller. embc 2023: 1-4 [doi]

Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and ConversionShahin Amiriparian, Björn W. Schuller, Nabiha Asghar, Heiga Zen, Felix Burkhardt. taffco, 14(1):3-5, January - March 2023. [doi]

MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of AffectsShahin Amiriparian, Lukas Christ, Andreas König 0007, Alan Cowen, Eva-Maria Meßner, Erik Cambria, Björn W. Schuller. mm 2023: 9723-9725 [doi]

Audio Barlow Twins: Self-Supervised Audio Representation LearningJonah Anton, Harry Coppock, Pancham Shukla, Björn W. Schuller. icassp 2023: 1-5 [doi]

Audio-Visual Gated-Sequenced Neural Networks for Affect RecognitionDecky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa. taffco, 14(3):2193-2208, July - September 2023. [doi]

Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning ModelZhihao Bao, Kun Qian 0003, Zhonghao Zhao, Mengkai Sun, Ruolan Huang, Dewen Xu, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller. embc 2023: 1-4 [doi]

Ethical Awareness in Paralinguistics: A Taxonomy of ApplicationsAnton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu, Björn W. Schuller. IJHCI, 39(9):1904-1921, May 2023. [doi]

Classification of stuttering - The ComParE challenge and beyondSebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer. csl, 81:101519, June 2023. [doi]

"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target UsersArne Bruns, Anika A. Spiesberger, Andreas Triantafyllopoulos, Patric Müller, Björn W. Schuller. mm 2023: 21-28 [doi]

Masking Speech Contents by Random Splicing: is Emotional Expression Preserved?Felix Burkhardt, Anna Derington, Matthias Kahlau, Klaus R. Scherer, Florian Eyben, Björn W. Schuller. icassp 2023: 1-5 [doi]

Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured LearningYi Chang, Zhao Ren, Thanh-Tam Nguyen, Kun Qian 0003, Björn W. Schuller. icassp 2023: 1-5 [doi]

Multi-Track Music Generation with WGAN-GP and Attention MechanismsLuyu Chen, Lin Shen, Dan Yu, Zhihua Wang, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. gcce 2023: 606-607 [doi]

Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GANJiaming Cheng, Ruiyu Liang, Li Zhao 0003, Chengwei Huang, Björn W. Schuller. spl, 30:374-378, 2023. [doi]

Snore Sound Recognition via an Explainable Capsule NetworkMinki Cho, Zhonghao Zhao, Zhihua Wang, Kun Qian 0003, Bin Hu 0001, Yoshiharu Yamamoto, Björn W. Schuller. gcce 2023: 1048-1049 [doi]

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and PersonalisationLukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne 0001, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König 0007, Alan Cowen, Erik Cambria, Björn W. Schuller. musepat 2023: 1-10 [doi]

Applying Speech Derived Breathing Patterns to Automatically Classify Human ConfidenceGauri Deshpande, Yagna Gudipalli, Sachin Patel, Björn W. Schuller. eusipco 2023: 1335-1339 [doi]

Automatic Breathing Pattern Analysis from Reading-Speech SignalsGauri Deshpande, Björn W. Schuller, Pallavi Deshpande, Anuradha Rajiv Joshi. embc 2023: 1-4 [doi]

Analysing Breathing Patterns in Reading and Spontaneous SpeechGauri Deshpande, Björn W. Schuller, Pallavi Deshpande, Anuradha Rajiv Joshi, S. K. Oza, Sachin Patel. specom 2023: 3-17 [doi]

Hearttoheart: The Arts of Infant Versus Adult-Directed Speech ClassificationNajla D. Al Futaisi, Alejandrina Cristià, Björn W. Schuller. icassp 2023: 1-5 [doi]

An End-to-End Model for Speech-based Somatisation Disorder DetectionRunze Ge, Zhihua Wang, Zhonghao Zhao, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. gcce 2023: 603-605 [doi]

Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature AggregationMaurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking 0002, Björn W. Schuller. embc 2023: 1-4 [doi]

EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion RecognitionMaurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller. taffco, 14(2):1472-1487, April - June 2023. [doi]

Zero-shot personalization of speech foundation models for depressed mood monitoringMaurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking 0002, Björn W. Schuller. patterns, 4(11):100873, November 2023. [doi]

Deep Modelling Strategies for Human Confidence Classification using Audio-visual DataYagna Gudipalli, Gauri Deshpande, Sachin Patel, Björn W. Schuller. embc 2023: 1-4 [doi]

Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance LearningAlexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn W. Schuller. mmsports 2023: 9-13 [doi]

An Investigation on Data Augmentation and Multiple Instance Learning for Diagnosis of COVID-19 from Speech and Cough SoundTomoya Koike, Zhihua Wang, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. icce-tw 2023: 783-784 [doi]

Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion RecognitionSiddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller. taffco, 14(4):3164-3176, October - December 2023. [doi]

Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion RecognitionSiddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller. taffco, 14(3):1912-1926, July - September 2023. [doi]

Survey of Deep Representation Learning for Speech Emotion RecognitionSiddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir 0001, Björn W. Schuller. taffco, 14(2):1634-1654, April - June 2023. [doi]

Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategyJingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian 0003, Bin Hu 0001, Yoshiharu Yamamoto, Björn W. Schuller. ejasmp, 2023(1):43, December 2023. [doi]

MRAC'23: 1st International Workshop on Multimodal and Responsible Affective ComputingZheng Lian, Erik Cambria, Guoying Zhao 0001, Björn W. Schuller, Jianhua Tao. mm 2023: 9713-9714 [doi]

COVID-19 Detection from Speech in Noisy ConditionsShuo Liu, Adria Mallol-Ragolta, Björn W. Schuller. icassp 2023: 1-5 [doi]

How does Music Affect Your Brain? A Pilot Study on EEG and Music Features for Automatic AnalysisGang Luo, Shuting Sun, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. embc 2023: 1-4 [doi]

Explainable Stuttering Recognition Using Axial AttentionYu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen 0004, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. icic 2023: 209-220 [doi]

NeuroCellCentreDB: Exploring a Novel Dataset for Neuron-like Cell Centre Detection with Deep Neural NetworksManuel Milling, Michelle Lienhart, Yuliia Oksymets, Alexander Gebhard, Manuel Brugger, Christoph Westerhausen, Björn W. Schuller. embc 2023: 1-4 [doi]

End-to-End Video-to-Speech Synthesis Using Generative Adversarial NetworksRodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma 0001, Stavros Petridis, Björn W. Schuller, Maja Pantic. tcyb, 53(6):3454-3466, June 2023. [doi]

Automated composition of Galician Xota - tuning RNN-based composers for specific musical styles using deep Q-learningRodrigo Mira, Eduardo Coutinho, Emilia Parada-Cabaleiro, Björn W. Schuller. peerj-cs, 9, 2023. [doi]

SMILENets: Audio Representation Learning via Neural Knowledge Distillation of Traditional Audio-Feature ExtractorsMina A. Nessiem, Mostafa M. Amin, Björn W. Schuller. icfsp 2023: 32-37 [doi]

Dual Attention and Element Recalibration Networks for Automatic Depression Level PredictionMingyue Niu, Ziping Zhao 0001, Jianhua Tao, Ya Li, Björn W. Schuller. taffco, 14(3):1954-1965, July - September 2023. [doi]

Editorial: Human-centred computer audition: sound, music, and healthcareKun Qian, Gyorgy Fazekas, Shengchen Li, Zijin Li, Björn W. Schuller. fdgth, 5, March 2023. [doi]

A novel and simple approach to regularise attention frameworks and its efficacy in segmentationSrividya Tirunellai Rajamani, Kumar T. Rajamani, Björn W. Schuller. embc 2023: 1-4 [doi]

Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image SegmentationSrividya Tirunellai Rajamani, Kumar T. Rajamani, Ashwin Venkateshvaran, Andreas Triantafyllopoulos, Alexander Kathan, Björn W. Schuller. access, 11:95334-95345, 2023. [doi]

Fast Yet Effective Speech Emotion Recognition with Self-DistillationZhao Ren, Thanh-Tam Nguyen, Yi Chang, Björn W. Schuller. icassp 2023: 1-5 [doi]

Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-ThingsZhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh-Tam Nguyen, Wolfgang Nejdl. titb, 27(11):5213-5215, November 2023. [doi]

An Overview of the ICASSP Special Session on AI Security and Privacy in Speech and Audio ProcessingZhao Ren, Kun Qian 0003, Tanja Schultz, Björn W. Schuller. mmasia 2023: [doi]

Positive-Pair Redundancy Reduction Regularisation for Speech-Based Asthma Diagnosis PredictionGeorgios Rizos, Rafael A. Calvo, Björn W. Schuller. icassp 2023: 1-5 [doi]

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & RequestsBjörn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice E. Baird, Panagiotis Tzirakis, Chris Gagne 0001, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié. mm 2023: 9635-9639 [doi]

Affective Computing [Scanning the Issue]Björn W. Schuller, Matti Pietikäinen. pieee, 111(10):1139-1141, October 2023. [doi]

Computational charisma - A brick by brick blueprint for building charismatic artificial intelligenceBjörn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner. fcomp, 5, 2023. [doi]

Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation ApproachZikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian 0003, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller. embc 2023: 1-4 [doi]

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health PredictionMeishu Song, Zijiang Yang 0007, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian 0003, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto. icdm 2023: 1299-1305 [doi]

Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning AnalysisMeishu Song, Andreas Triantafyllopoulos, Zijiang Yang 0007, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian 0003, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. icassp 2023: 1-5 [doi]

Integrating Generative Artificial Intelligence in Intelligent Vehicle SystemsLukas Stappen, Jeremy Dillmann, Serena Striegel, Hans-Jörg Vögel, Nicolas Flores-Herr, Björn W. Schuller. itsc 2022: 5790-5797 [doi]

The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and ImprovementsLukas Stappen, Alice Baird, Lea Schumann, Björn W. Schuller. taffco, 14(2):1334-1350, April - June 2023. [doi]

AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound ClassificationYang Tan, Zhihua Wang, Kun Qian 0003, Zhihao Bao, Zheyu Cao, Bin Hu 0001, Yoshiharu Yamamoto, Björn W. Schuller. healthcom 2023: 90-94 [doi]

Can a Holistic View Facilitate the Development of Intelligent Traditional Chinese Medicine? A SurveyGuihua Tian, Kun Qian 0003, 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. tcss, 10(2):700-713, April 2023. [doi]

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning EraAndreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang 0007, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao. pieee, 111(10):1355-1381, October 2023. [doi]

Multistage linguistic conditioning of convolutional layers for speech emotion recognitionAndreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller. fcomp, 5, 2023. [doi]

Large-Scale Nonverbal Vocalization Detection Using TransformersPanagiotis 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. icassp 2023: 1-5 [doi]

Exploring interpretable representations for heart sound abnormality detectionZhihua Wang, Kun Qian 0003, Houguang Liu, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. bspc, 82:104569, April 2023. [doi]

A weakly supervised spatial group attention network for fine-grained visual recognitionJiangjian Xie, Yujie Zhong, Junguo Zhang, Changchun Zhang, Björn W. Schuller. apin, 53(20):23301-23315, October 2023. [doi]

Guest Editorial Neurosymbolic AI for Sentiment AnalysisFrank Xing, Björn W. Schuller, Iti Chaturvedi, Erik Cambria, Amir Hussain 0001. taffco, 14(3):1711-1715, July - September 2023. [doi]

Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed PrototypesXinzhou Xu, Jun Deng, Zixing Zhang 0001, Zhen Yang, Björn W. Schuller. icassp 2023: 1-5 [doi]

An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity DataDewen Xu, Zhihua Wang, Tsuyoshi Kitajima, Toru Nakamura, Hiroko Shimura, Hiroki Takeuchi, Yang Tan, Runze Ge, Kun Qian 0003, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto. icdm 2023: 1306-1312 [doi]

Human-aligned trading by imitative multi-loss reinforcement learningZhengxin Joseph Ye, Björn W. Schuller. eswa, 234:120939, December 2023. [doi]

Federated Intelligent Terminals Facilitate Stuttering MonitoringYongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian 0003, Zhihua Wang, Yu Ma, Bin Hu 0001, Björn W. Schuller, Yoshiharu Yamamoto. icassp 2023: 1-5 [doi]

Speech Synthesis With Mixed EmotionsKun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li 0001. taffco, 14(4):3120-3134, October - December 2023. [doi]

Emotion Intensity and its Control for Emotional Voice ConversionKun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li 0001. taffco, 14(1):31-48, January - March 2023. [doi]

Less is More: A Novel Feature Extraction Method for Heart Sound Classification via Fractal TransformationCuiping Zhu, Zhonghao Zhao, Yang Tan, Mengkai Sun, Kun Qian 0003, Tao Jiang, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto. embc 2023: 1-4 [doi]

2022

Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep LearningRui Liu 0008, Berrak Sisman, Björn W. Schuller, Guanglai Gao, Haizhou Li 0001. interspeech 2022: 5493-5497 [doi]

Nkululeko: A Tool For Rapid Speaker Characteristics DetectionFelix Burkhardt, Johannes Wagner 0001, Hagen Wierstorf, Florian Eyben, Björn W. Schuller. lrec 2022: 1925-1932 [doi]

Example-based Explanations with Adversarial Attacks for Respiratory Sound AnalysisYi Chang, Zhao Ren, Thanh-Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller. interspeech 2022: 4003-4007 [doi]

Cross-Layer Similarity Knowledge Distillation for Speech EnhancementJiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Björn W. Schuller, Jie Jia, Yiyuan Peng. interspeech 2022: 926-930 [doi]

SVTS: Scalable Video-to-Speech SynthesisRodrigo Schoburg Carrillo de Mira, Alexandros Haliassos, Stavros Petridis, Björn W. Schuller, Maja Pantic. interspeech 2022: 1836-1840 [doi]

Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller. interspeech 2022: 2163-2167 [doi]

A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion RecognitionThejan Rajapakshe, Rajib Rana, Sara Khalifa, Jiajun Liu, Björn W. Schuller. acsw 2022: 96-105 [doi]

Ist Stimme das neue Blut? KI und Stimmbiomarker zu früheren Diagnose - für jedermann, überall und jederzeitDagmar M. Schuller, Björn W. Schuller. In Mario A. Pfannstiel, editor, Künstliche Intelligenz im Gesundheitswesen: Entwicklungen, Beispiele und Perspektiven. pages 565-579, Springer Fachmedien Wiesbaden, 2022. [doi]

The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & MosquitoesBjörn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastien P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts. mm 2022: 7120-7124 [doi]

Heart Sound Classification based on Fractional Fourier Transformation EntropyYang Tan, Zhihua Wang, Kun Qian 0003, Bin Hu, Shiliang Zhao, Björn W. Schuller, Yoshiharu Yamamoto. lifetech 2022: 588-589 [doi]

Fatigue Prediction in Outdoor Running Conditions using Audio DataAndreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller. embc 2022: 2623-2626 [doi]

Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary diseaseAndreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller. interspeech 2022: 3623-3627 [doi]

Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio FeaturesAndreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, Björn W. Schuller. embc 2022: 2619-2622 [doi]

Probing speech emotion recognition transformers for linguistic knowledgeAndreas Triantafyllopoulos, Johannes Wagner 0001, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller. interspeech 2022: 146-150 [doi]

CoughLIME: Sonified Explanations for the Predictions of COVID-19 Cough ClassifiersAnne Wullenweber, Alican Akman, Björn W. Schuller. embc 2022: 1342-1345 [doi]

Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough SoundsTianhao Yan, Hao Meng, Shuo Liu, Emilia Parada-Cabaleiro, Zhao Ren, Björn W. Schuller. icassp 2022: 9092-9096 [doi]

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