Björn W. Schuller - researchr alias

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Viewing Publication 1 - 100 from 574

2023

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

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

2022

An Overview of the FIRST ICASSP Special Session on Computer Audition for HealthcareKun Qian 0003, Tanja Schultz, Björn W. Schuller. icassp 2022: 9002-9006 [doi]

An Overview & Analysis of Sequence-to-Sequence Emotional Voice ConversionZijiang Yang 0007, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller. interspeech 2022: 4915-4919 [doi]

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]

MuSe 2022 Challenge: Multimodal Humour, Emotional Reactions, and StressShahin Amiriparian, Lukas Christ, Andreas König 0007, Eva-Maria Meßner, Alan Cowen, Erik Cambria, Björn W. Schuller. mm 2022: 7389-7391 [doi]

The ACII 2022 Affective Vocal Bursts Workshop & CompetitionAlice Baird, Panagiotis Tzirakis, Jeffrey A. Brooks, Christopher B. Gregory, Björn W. Schuller, Anton Batliner, Dacher Keltner, Alan Cowen. acii 2022: 1-5 [doi]

Ethics and Good Practice in Computational ParalinguisticsAnton Batliner, Simone Hantke, Björn W. Schuller. taffco, 13(3):1236-1253, 2022. [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]

A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine LearningFelix Burkhardt, Anabell Hacker, Uwe Reichel, Hagen Wierstorf, Florian Eyben, Björn W. Schuller. lrec 2022: 1917-1924 [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]

The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and StressLukas Christ, Shahin Amiriparian, Alice Baird, Panagiotis Tzirakis, Alexander Kathan, Niklas Müller, Lukas Stappen, Eva-Maria Meßner, Andreas König 0007, Alan Cowen, Erik Cambria, Björn W. Schuller. mm 2022: 5-14 [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]

AI-Based human audio processing for COVID-19: A comprehensive overviewGauri Deshpande, Anton Batliner, Björn W. Schuller. PR, 122:108289, 2022. [doi]

Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface RecognitionAlexander Gebhard, Andreas Triantafyllopoulos, Shahin Amiriparian, Sandra Ottl, Valerie Dieter, Maurice Gerczuk, Mirko Jaumann, David Hildner, Patrick Schneeweiß, Inka Rösel, Inga Krauß, Björn W. Schuller. mm 2022: 19-27 [doi]

Depression Diagnosis and Forecast based on Mobile Phone Sensor DataXiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller. embc 2022: 4679-4682 [doi]

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset EvaluationPascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner 0001, Florian Eyben, Björn W. Schuller, Bert Arnrich. icmla 2022: 337-344 [doi]

Voice Analysis for Neurological Disorder Recognition-A Systematic Review and Perspective on Emerging TrendsPascal Hecker, Nico Steckhan, Florian Eyben, Björn W. Schuller, Bert Arnrich. fdgth, 4, 2022. [doi]

A Temporal-oriented Broadcast ResNet for COVID-19 DetectionXin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang 0007, Björn W. Schuller. bhi 2022: 1-5 [doi]

Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect RecognitionVincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller. cvpr 2022: 2381-2390 [doi]

Journaling Data for Daily PHQ-2 Depression Prediction and ForecastingAlexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller. embc 2022: 2627-2630 [doi]

A Personalised Approach to Audiovisual Humour Recognition and its Individual-level FairnessAlexander Kathan, Shahin Amiriparian, Lukas Christ, Andreas Triantafyllopoulos, Niklas Müller, Andreas König 0007, Björn W. Schuller. mm 2022: 29-36 [doi]

EEG Emotion Recognition Based on Self-attention Dynamic Graph Neural NetworksChao Li, Yong Sheng, Haishuai Wang, Mingyue Niu, Peiguang Jing, Ziping Zhao 0001, Björn W. Schuller. embc 2022: 292-296 [doi]

CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss FunctionZishen Li, Yi Chang, Björn W. Schuller. embc 2022: 4934-4937 [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]

Triplet Loss-Based Models for COVID-19 Detection from Vocal SoundsAdria Mallol-Ragolta, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Anastasia Semertzidou, Björn W. Schuller. embc 2022: 998-1001 [doi]

COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory SoundsAdria Mallol-Ragolta, Shuo Liu, Björn W. Schuller. bhi 2022: 1-4 [doi]

Evaluating the Impact of Voice Activity Detection on Speech Emotion Recognition for Autistic ChildrenManuel Milling, Alice Baird, Katrin D. Bartl-Pokorny, Shuo Liu, Alyssa M. Alcorn, Jie Shen 0008, Teresa Tavassoli, Eloise Ainger, Elizabeth Pellicano, Maja Pantic, Nicholas Cummins, Björn W. Schuller. fcomp, 4, 2022. [doi]

A Federated Learning Paradigm for Heart Sound ClassificationWanyong Qiu, Kun Qian 0003, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto. embc 2022: 1045-1048 [doi]

Novel Insights on Induced Sparsity in Multi-Time Attention NetworksSrividya Tirunellai Rajamani, Kumar Rajamani 0001, Alexander Kathan, Björn W. Schuller. embc 2022: 2615-2618 [doi]

Novel no-reference multi-dimensional perceptual similarity metricSrividya Tirunellai Rajamani, Kumar Rajamani, Priya Rani, Rashmita Barick, Ramasubramanya M. S, Sridevi V. Aithal, Elagiri Ramalingam Rajkumar, Sahana D. Gowda, Björn W. Schuller. embc 2022: 2045-2048 [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]

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]

Data Augmentation for Dementia Detection in Spoken LanguageDominika Woszczyk, Anna Hedlikova, Alican Akman, Soteris Demetriou, Björn W. Schuller. interspeech 2022: 2858-2862 [doi]

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

Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in SpeechXinzhou Xu, Jun Deng, Zixing Zhang 0001, Xijian Fan, Li Zhao 0003, Laurence Devillers, Björn W. Schuller. tcss, 9(5):1530-1541, 2022. [doi]

Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding PrototypesXinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang 0001, Li Zhao 0003, Björn W. Schuller. tmm, 24:2752-2765, 2022. [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]

A Glance-and-Gaze Network for Respiratory Sound ClassificationShuai Yu, Yiwei Ding, Kun Qian 0003, Bin Hu, Wei Li, Björn W. Schuller. icassp 2022: 9007-9011 [doi]

Heart Sound Classification based on Residual Shrinkage NetworksLixian Zhu, Kun Qian 0003, Zhihua Wang, Bin Hu 0001, Yoshiharu Yamamoto, Björn W. Schuller. embc 2022: 4469-4472 [doi]

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