| 2026 | ACL | Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models. | Xiutian Zhao, Bjrn W. Schuller, Berrak Sisman |
| 2025 | AAAI | ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis. | Xiangheng He, Junjie Chen, Zixing Zhang, Bjrn W. Schuller |
| 2025 | AIME | Early Detection of ALS in Absence of Speech Impairments with Computer Audition. | Adria Mallol-Ragolta, Monica Gonzlez Machorro, Ricarda von Heynitz, Katia Scherzer, Isabell Cordts, Bjrn W. Schuller |
| 2025 | ASRU | ProtoCLAP - Prototypical Contrastive Language-Audio Pretraining. | Adria Mallol-Ragolta, Bjrn W. Schuller |
| 2025 | DATA | Deep Learning Deep Feelings: Large Models, Larger Emotions. | Bjrn W. Schuller |
| 2025 | HCI | Large Language Models for the Analysis of Project Proposals. | Iosif Tsangko, Andreas Triantafyllopoulos, Evangelos Kyriakidis, George Margetis, Bjrn W. Schuller |
| 2025 | ICASSP | XDGesture: An xLSTM-based Diffusion Model for Co-speech Gesture Generation. | Zixing Zhang, Jiajun Li, Bin Wang, Yiming Liu, Huan Zhao, Bjrn W. Schuller |
| 2025 | ICASSP | MEIJU - The 1st Multimodal Emotion and Intent Joint Understanding Challenge. | Rui Liu, Xiaofen Xing, Zheng Lian, Haizhou Li, Bjrn W. Schuller, Haolin Zuo |
| 2025 | ICASSP | Audio Explanation Synthesis with Generative Foundation Models. | Alican Akman, Qiyang Sun, Bjrn W. Schuller |
| 2025 | ICASSP | GNCL: A Graph Neural Network with Consistency Loss for Segment-Level Spoofed Speech Detection. | Zirui Ge, Xinzhou Xu, Haiyan Guo, Zhen Yang, Bjrn W. Schuller |
| 2025 | ICASSP | Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models. | Xin Jing, Kun Zhou, Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2025 | ICASSP | DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids. | Iosif Tsangko, Andreas Triantafyllopoulos, Michael Mller, Hendrik Schrter, Bjrn W. Schuller |
| 2025 | ICASSP | SSE: A Speaking Style Extractor Based on Fine-Grained Contrastive Learning between Speech and Descriptive Text. | Zixing Zhang, Yimeng Wu, Zhongren Dong, Wulong Xiang, Shengfan Shen, Bjrn W. Schuller |
| 2025 | IJCNN | Discourse Features Enhance Detection of Document-Level Machine-Generated Content. | Yupei Li, Manuel Milling, Lucia Specia, Bjrn W. Schuller |
| 2025 | Interspeech | Exploring the Power of Empirical Mode Decomposition for Sensing the Sound of Silence: A Pilot Study on Mice Autism Detection via Ultrasonic Vocalisation. | Chenhao Wu, Xiangjun Cai, Haojie Zhang, Tianrui Jia, Yilu Deng, Kun Qian, Bjrn W. Schuller, Yoshiharu Yamamoto, Jiang Liu |
| 2025 | Interspeech | Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation. | Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Bjrn W. Schuller |
| 2025 | Interspeech | MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge. | Zijiang Yang, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu, Kota Tamada, Toru Takumi, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2025 | Interspeech | EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey. | Felix Burkhardt, Oliver Schrfer, Uwe D. Reichel, Hagen Wierstorf, Anna Derington, Florian Eyben, Bjrn W. Schuller |
| 2024 | ACII | On Prompt Sensitivity of ChatGPT in Affective Computing. | Mostafa M. Amin, Bjrn W. Schuller |
| 2024 | ACL | Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. | Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Bjrn W. Schuller |
| 2024 | ECCV | EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation. | Nikolai Krber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder, Bjrn W. Schuller |
| 2024 | HealthCom | Clearer Lub-Dub: A Novel Approach in Heart Sound Denoising Based on Transfer Learning. | Peng Gao, Haojie Zhang, Lin Shen, Yongxin Zhang, Jiang Liu, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2024 | HealthCom | Inspiration of Prototype Knowledge: Introducing a Meta-Learning Approach to Heart Sound Classification. | Qingrong Wu, Mengkai Sun, Haojie Zhang, Yongxin Zhang, Yiming Liu, Boyang Meng, Kun Qian, Bin Hu, Toru Nakamura, Taishin Nomura, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2024 | ICASSP | Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. | Zixing Zhang, Tao Pang, Jing Han, Bjrn W. Schuller |
| 2024 | ICASSP | AttHear: Explaining Audio Transformers Using Attention-Aware NMF. | Alican Akman, Bjrn W. Schuller |
| 2024 | ICASSP | HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. | Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Bjrn W. Schuller |
| 2024 | ICASSP | Exploring Meta Information for Audio-Based Zero-Shot Bird Classification. | Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Bjrn W. Schuller |
| 2024 | ICASSP | Task Selection and Assignment for Multi-Modal Multi-Task Dialogue Act Classification with Non-Stationary Multi-Armed Bandits. | Xiangheng He, Junjie Chen, Bjrn W. Schuller |
| 2024 | ICASSP | Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio. | Chia-Hsin Lin, Charles Jones, Bjrn W. Schuller, Harry Coppock, Alican Akman |
| 2024 | ICASSP | Improving Speaker-Independent Speech Emotion Recognition using Dynamic Joint Distribution Adaptation. | Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Bjrn W. Schuller, Wenming Zheng |
| 2024 | ICASSP | Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping. | Adria Mallol-Ragolta, Anika A. Spiesberger, Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2024 | ICASSP | Customising General Large Language Models for Specialised Emotion Recognition Tasks. | Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Bjrn W. Schuller |
| 2024 | ICASSP | Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition. | Yong Wang, Cheng Lu, Hailun Lian, Yan Zhao, Bjrn W. Schuller, Yuan Zong, Wenming Zheng |
| 2024 | ICASSP | Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. | Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky |
| 2024 | ICASSP | Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition. | Yan Zhao, Jincen Wang, Cheng Lu, Sunan Li, Bjrn W. Schuller, Yuan Zong, Wenming Zheng |
| 2024 | ICMI | EVAC 2024 - Empathic Virtual Agent Challenge: Appraisal-based Recognition of Affective States. | Fabien Ringeval, Bjrn W. Schuller, Grard Bailly, Safaa Azzakhnini, Hippolyte Fournier |
| 2024 | ICPR | The Effect of Lung Volume on Glottal Parameters: An Empirical Study. | Gauri Deshpande, Bjrn W. Schuller |
| 2024 | ICPR | Dense Coordinate Channel Attention Network for Depression Level Estimation from Speech. | Ziping Zhao, Shizhao Liu, Mingyue Niu, Haishuai Wang, Bjrn W. Schuller |
| 2024 | Interspeech | MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition. | Ziping Zhao, Tian Gao, Haishuai Wang, Bjrn W. Schuller |
| 2024 | Interspeech | Hierarchical Distribution Adaptation for Unsupervised Cross-corpus Speech Emotion Recognition. | Cheng Lu, Yuan Zong, Yan Zhao, Hailun Lian, Tianhua Qi, Bjrn W. Schuller, Wenming Zheng |
| 2024 | Interspeech | ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets. | Shahin Amiriparian, Filip Packan, Maurice Gerczuk, Bjrn W. Schuller |
| 2024 | Interspeech | This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach. | Lukas Christ, Shahin Amiriparian, Friederike Hawighorst, Ann-Kathrin Schill, Angelo Boutalikakis, Lorenz Graf-Vlachy, Andreas Knig, Bjrn W. Schuller |
| 2024 | Interspeech | Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment. | Maurice Gerczuk, Shahin Amiriparian, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Bjrn W. Schuller |
| 2024 | Interspeech | DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition. | Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang, Bjrn W. Schuller |
| 2023 | ESANN | Multimodal Recognition of Valence, Arousal and Dominance via Late-Fusion of Text, Audio and Facial Expressions. | Fabrizio Nunnari, Annette Rios, Uwe D. Reichel, Chirag Bhuvaneshwara, Panagiotis Paraskevas Filntisis, Petros Maragos, Felix Burkhardt, Florian Eyben, Bjrn W. Schuller, Sarah Ebling |
| 2023 | HealthCom | AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification. | Yang Tan, Zhihua Wang, Kun Qian, Zhihao Bao, Zheyu Cao, Bin Hu, Yoshiharu Yamamoto, Bjrn W. Schuller |
| 2023 | ICASSP | Audio Barlow Twins: Self-Supervised Audio Representation Learning. | Jonah Anton, Harry Coppock, Pancham Shukla, Bjrn W. Schuller |
| 2023 | ICASSP | Masking Speech Contents by Random Splicing: is Emotional Expression Preserved? | Felix Burkhardt, Anna Derington, Matthias Kahlau, Klaus R. Scherer, Florian Eyben, Bjrn W. Schuller |
| 2023 | ICASSP | Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning. | Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Bjrn W. Schuller |
| 2023 | ICASSP | Hearttoheart: The Arts of Infant Versus Adult-Directed Speech Classification. | Najla D. Al Futaisi, Alejandrina Cristi, Bjrn W. Schuller |
| 2023 | ICASSP | COVID-19 Detection from Speech in Noisy Conditions. | Shuo Liu, Adria Mallol-Ragolta, Bjrn W. Schuller |
| 2023 | ICASSP | Fast Yet Effective Speech Emotion Recognition with Self-Distillation. | Zhao Ren, Thanh Tam Nguyen, Yi Chang, Bjrn W. Schuller |
| 2023 | ICASSP | Positive-Pair Redundancy Reduction Regularisation for Speech-Based Asthma Diagnosis Prediction. | Georgios Rizos, Rafael A. Calvo, Bjrn W. Schuller |
| 2023 | ICASSP | Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. | 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, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICASSP | Large-Scale Nonverbal Vocalization Detection Using Transformers. | Panagiotis Tzirakis, Alice Baird, Jeffrey A. Brooks, Christopher Gagne, Lauren Kim, Michael Opara, Christopher B. Gregory, Jacob Metrick, Garrett Boseck, Vineet Tiruvadi, Bjrn W. Schuller, Dacher Keltner, Alan Cowen |
| 2023 | ICASSP | Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. | Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Bjrn W. Schuller |
| 2023 | ICASSP | Federated Intelligent Terminals Facilitate Stuttering Monitoring. | Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian, Zhihua Wang, Yu Ma, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICASSP | Hierarchical Network with Decoupled Knowledge Distillation for Speech Emotion Recognition. | Ziping Zhao, Huan Wang, Haishuai Wang, Bjrn W. Schuller |
| 2023 | ICDM | Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. | 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, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICDM | An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity Data. | Dewen Xu, Zhihua Wang, Tsuyoshi Kitajima, Toru Nakamura, Hiroko Shimura, Hiroki Takeuchi, Yang Tan, Runze Ge, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | Interspeech | SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition. | Ziping Zhao, Tian Gao, Haishuai Wang, Bjrn W. Schuller |
| 2023 | Interspeech | Speech-Based Classification of Defensive Communication: A Novel Dataset and Results. | Shahin Amiriparian, Lukas Christ, Regina Kushtanova, Maurice Gerczuk, Alexandra Teynor, Bjrn W. Schuller |
| 2023 | Interspeech | Nkululeko: Machine Learning Experiments on Speaker Characteristics Without Programming. | Felix Burkhardt, Florian Eyben, Bjrn W. Schuller |
| 2022 | ACII | The ACII 2022 Affective Vocal Bursts Workshop & Competition. | Alice Baird, Panagiotis Tzirakis, Jeffrey A. Brooks, Christopher B. Gregory, Bjrn W. Schuller, Anton Batliner, Dacher Keltner, Alan Cowen |
| 2022 | CVPR | Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition. | Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Bjrn W. Schuller |
| 2022 | ICASSP | An Overview of the FIRST ICASSP Special Session on Computer Audition for Healthcare. | Kun Qian, Tanja Schultz, Bjrn W. Schuller |
| 2022 | ICASSP | Convoluational Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds. | Tianhao Yan, Hao Meng, Shuo Liu, Emilia Parada-Cabaleiro, Zhao Ren, Bjrn W. Schuller |
| 2022 | ICASSP | A Glance-and-Gaze Network for Respiratory Sound Classification. | Shuai Yu, Yiwei Ding, Kun Qian, Bin Hu, Wei Li, Bjrn W. Schuller |
| 2022 | ICMLA | Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. | Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Bjrn W. Schuller, Bert Arnrich |
| 2022 | Interspeech | An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. | Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Bjrn W. Schuller |
| 2022 | Interspeech | Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning. | Rui Liu, Berrak Sisman, Bjrn W. Schuller, Guanglai Gao, Haizhou Li |
| 2022 | Interspeech | Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. | Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Bjrn W. Schuller |
| 2022 | Interspeech | Cross-Layer Similarity Knowledge Distillation for Speech Enhancement. | Jiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Bjrn W. Schuller, Jie Jia, Yiyuan Peng |
| 2021 | ACII | Embracing and Exploiting Annotator Emotional Subjectivity: An Affective Rater Ensemble Model. | Lukas Stappen, Lea Schumann, Anton Batliner, Bjrn W. Schuller |
| 2021 | ACL | Uncertainty Aware Review Hallucination for Science Article Classification. | Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia, Thomas Hain, Bjrn W. Schuller |
| 2021 | CBMS | Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks. | Mina A. Nessiem, Mostafa M. Mohamed, Harry Coppock, Alexander Gaskell, Bjrn W. Schuller |
| 2021 | CHI | User Experience for Multi-Device Ecosystems: Challenges and Opportunities. | Ru Zhang, Yuanchun Shi, Bjrn W. Schuller, Elisabeth Andr, Sharon L. Oviatt, Aaron Quigley, Nicolai Marquardt, Ilhan Aslan, Ran Ju |
| 2021 | HCI | Supervised Contrastive Learning for Game-Play Frustration Detection from Speech. | Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang, Bjrn W. Schuller |
| 2021 | ICASSP | Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based Emotion Recognition. | Chao Li, Boyang Chen, Ziping Zhao, Nicholas Cummins, Bjrn W. Schuller |
| 2021 | ICASSP | 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, Bjrn W. Schuller |
| 2021 | ICASSP | The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case. | Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2021 | ICASSP | Speech Emotion Recognition Using Semantic Information. | Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou, Bjrn W. Schuller |
| 2021 | ICMI | ASMMC21: The 6th International Workshop on Affective Social Multimedia Computing. | Dongyan Huang, Bjrn W. Schuller, Jianhua Tao, Lei Xie, Jie Yang |
| 2021 | ICMI | Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. | Bjrn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos |
| 2021 | IJCNN | Deep Learning Post-Earnings-Announcement Drift. | Zhengxin Joseph Ye, Bjrn W. Schuller |
| 2021 | Interspeech | LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision. | Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Bjrn W. Schuller, Maja Pantic |
| 2021 | Interspeech | A Prototypical Network Approach for Evaluating Generated Emotional Speech. | Alice Baird, Silvan Mertes, Manuel Milling, Lukas Stappen, Thomas Wiest, Elisabeth Andr, Bjrn W. Schuller |
| 2021 | Interspeech | The DiCOVA 2021 Challenge - An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio. | Gauri Deshpande, Bjrn W. Schuller |
| 2021 | Interspeech | Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. | Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Pearrubia-Mara, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Bjrn W. Schuller, Nicholas Cummins, RADAR-CNS Consortium |
| 2020 | HCI | Interaction with the Soundscape: Exploring Emotional Audio Generation for Improved Individual Wellbeing. | Alice Baird, Meishu Song, Bjrn W. Schuller |
| 2020 | ICASSP | Ordinal Learning for Emotion Recognition in Customer Service Calls. | Wenjing Han, Tao Jiang, Yan Li, Bjrn W. Schuller, Huabin Ruan |
| 2020 | ICASSP | Generating and Protecting Against Adversarial Attacks for Deep Speech-Based Emotion Recognition Models. | Zhao Ren, Alice Baird, Jing Han, Zixing Zhang, Bjrn W. Schuller |
| 2020 | ICASSP | Stargan for Emotional Speech Conversion: Validated by Data Augmentation of End-To-End Emotion Recognition. | Georgios Rizos, Alice Baird, Max Elliott, Bjrn W. Schuller |
| 2020 | ICASSP | Hierarchical Attention Transfer Networks for Depression Assessment from Speech. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2020 | ICMI | Group-level Speech Emotion Recognition Utilising Deep Spectrum Features. | Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas, Bjrn W. Schuller |
| 2020 | ICMI | X-AWARE: ConteXt-AWARE Human-Environment Attention Fusion for Driver Gaze Prediction in the Wild. | Lukas Stappen, Georgios Rizos, Bjrn W. Schuller |
| 2020 | ICPR | Exploring Spatial-Temporal Representations for fNIRS-based Intimacy Detection via an Attention-enhanced Cascade Convolutional Recurrent Neural Network. | Chao Li, Qian Zhang, Ziping Zhao, Li Gu, Bjrn W. Schuller |
| 2020 | IJCNN | Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. | Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. | Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Bjrn W. Schuller |
| 2020 | Interspeech | Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition. | Merlin Albes, Zhao Ren, Bjrn W. Schuller, Nicholas Cummins |
| 2020 | Interspeech | An Evaluation of the Effect of Anxiety on Speech - Computational Prediction of Anxiety from Sustained Vowels. | Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski, Bjrn W. Schuller |
| 2020 | Interspeech | Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech. | Catarina Botelho, Lorenz Diener, Dennis Kster, Kevin Scheck, Shahin Amiriparian, Bjrn W. Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso |
| 2020 | Interspeech | A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. | Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Bjrn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Hrm |
| 2020 | Interspeech | Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals. | Lorenz Diener, Shahin Amiriparian, Catarina Botelho, Kevin Scheck, Dennis Kster, Isabel Trancoso, Bjrn W. Schuller, Tanja Schultz |
| 2019 | ACII | Audiovisual Analysis for Recognising Frustration during Game-Play: Introducing the Multimodal Game Frustration Database. | Meishu Song, Zijiang Yang, Alice Baird, Emilia Parada-Cabaleiro, Zixing Zhang, Ziping Zhao, Bjrn W. Schuller |
| 2019 | CBMS | I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild. | Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | CIKM | Augment to Prevent: Short-Text Data Augmentation in Deep Learning for Hate-Speech Classification. | Georgios Rizos, Konstantin Hemker, Bjrn W. Schuller |
| 2019 | CVPR | Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning. | Ognjen (Oggi) Rudovic, Hae Won Park, John Busche, Bjrn W. Schuller, Cynthia Breazeal, Rosalind W. Picard |
| 2019 | ICASSP | Attention-augmented End-to-end Multi-task Learning for Emotion Prediction from Speech. | Zixing Zhang, Bingwen Wu, Bjrn W. Schuller |
| 2019 | ICASSP | Implicit Fusion by Joint Audiovisual Training for Emotion Recognition in Mono Modality. | Jing Han, Zixing Zhang, Zhao Ren, Bjrn W. Schuller |
| 2019 | ICASSP | Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes. | Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Bjrn W. Schuller |
| 2019 | ICASSP | Modelling Sample Informativeness for Deep Affective Computing. | Georgios Rizos, Bjrn W. Schuller |
| 2019 | ICASSP | Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives. | Lukas Stappen, Nicholas Cummins, Eva-Maria Mener, Harald Baumeister, Judith Dineley, Bjrn W. Schuller |
| 2019 | ICMI | VCMNet: Weakly Supervised Learning for Automatic Infant Vocalisation Maturity Analysis. | Najla Al Futaisi, Zixing Zhang, Alejandrina Cristi, Anne S. Warlaumont, Bjrn W. Schuller |
| 2019 | ICMI | Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. | Ognjen Rudovic, Meiru Zhang, Bjrn W. Schuller, Rosalind W. Picard |
| 2019 | IJCAI | A Walkthrough for the Principle of Logit Separation. | Gil Keren, Sivan Sabato, Bjrn W. Schuller |
| 2019 | IJCNN | Audio-based Recognition of Bipolar Disorder Utilising Capsule Networks. | Shahin Amiriparian, Arsany Awad, Maurice Gerczuk, Lukas Stappen, Alice Baird, Sandra Ottl, Bjrn W. Schuller |
| 2019 | IJCNN | Analysing and Inferring of Intimacy Based on fNIRS Signals and Peripheral Physiological Signals. | Chao Li, Qian Zhang, Ziping Zhao, Li Gu, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test. | Alice Baird, Shahin Amiriparian, Nicholas Cummins, Sarah Sturmbauer, Johanna Janson, Eva-Maria Mener, Harald Baumeister, Nicolas Rohleder, Bjrn W. Schuller |
| 2019 | Interspeech | Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results. | Alice Baird, Eduardo Coutinho, Julia Hirschberg, Bjrn W. Schuller |
| 2019 | Interspeech | Speech Augmentation via Speaker-Specific Noise in Unseen Environment. | Ya'nan Guo, Ziping Zhao, Yide Ma, Bjrn W. Schuller |
| 2018 | ICASSP | Towards Conditional Adversarial Training for Predicting Emotions from Speech. | Jing Han, Zixing Zhang, Zhao Ren, Fabien Ringeval, Bjrn W. Schuller |
| 2018 | ICASSP | Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. | Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Bjrn W. Schuller |
| 2018 | ICASSP | What is my Dog Trying to Tell Me? the Automatic Recognition of the Context and Perceived Emotion of Dog Barks. | Simone Hantke, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | ICASSP | End-to-End Speech Emotion Recognition Using Deep Neural Networks. | Panagiotis Tzirakis, Jiehao Zhang, Bjrn W. Schuller |
| 2018 | ICCHP | Introducing an Emotion-Driven Assistance System for Cognitively Impaired Individuals. | Simone Hantke, Christian Cohrs, Maximilian Schmitt, Benjamin Tannert, Florian Ltkebohmert, Mathias Detmers, Heidi Schelhowe, Bjrn W. Schuller |
| 2018 | ICDM | Fast Single-Class Classification and the Principle of Logit Separation. | Gil Keren, Sivan Sabato, Bjrn W. Schuller |
| 2018 | ICMI | Exploring A New Method for Food Likability Rating Based on DT-CWT Theory. | Ya'nan Guo, Jing Han, Zixing Zhang, Bjrn W. Schuller, Yide Ma |
| 2018 | ICMI | EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge. | Simone Hantke, Maximilian Schmitt, Panagiotis Tzirakis, Bjrn W. Schuller |
| 2018 | ICMI | Deep End-to-End Representation Learning for Food Type Recognition from Speech. | Benjamin Sertolli, Nicholas Cummins, Abdulkadir Sengr, Bjrn W. Schuller |
| 2018 | IJCAI | Affective Image Content Analysis: A Comprehensive Survey. | Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Bjrn W. Schuller, Kurt Keutzer |
| 2018 | IJCNN | Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. | Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Bjrn W. Schuller |
| 2018 | IJCNN | Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. | Siyang Song, Shuimei Zhang, Bjrn W. Schuller, Linlin Shen, Michel F. Valstar |
| 2018 | Interspeech | Evolving Learning for Analysing Mood-Related Infant Vocalisation. | Zixing Zhang, Jing Han, Kun Qian, Bjrn W. Schuller |
| 2018 | Interspeech | Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. | Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Bjrn W. Schuller |
| 2018 | Interspeech | Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks. | Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Suncica Petrovic, Eloise Ainger, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | Interspeech | The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech. | Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | Interspeech | Towards Temporal Modelling of Categorical Speech Emotion Recognition. | Wenjing Han, Huabin Ruan, Xiaomin Chen, Zhixiang Wang, Haifeng Li, Bjrn W. Schuller |
| 2017 | AAAI | Tunable Sensitivity to Large Errors in Neural Network Training. | Gil Keren, Sivan Sabato, Bjrn W. Schuller |
| 2017 | ACII | Sentiment analysis using image-based deep spectrum features. | Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | ACII | Feature selection in multimodal continuous emotion prediction. | Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Bjrn W. Schuller |
| 2017 | ACII | CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. | Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Bjrn W. Schuller |
| 2017 | ACII | Deep neural networks for anger detection from real life speech data. | Jun Deng, Florian Eyben, Bjrn W. Schuller, Felix Burkhardt |
| 2017 | ACII | VoicePlay - An affective sports game operated by speech emotion recognition based on the component process model. | Gerhard Hagerer, Florian Eyben, Dagmar Schuller, Klaus R. Scherer, Bjrn W. Schuller |
| 2017 | ACII | The effect of personality trait, age, and gender on the performance of automatic speech valence recognition. | Hesam Sagha, Jun Deng, Bjrn W. Schuller |
| 2017 | ACII | Multimodal multimodel emotion analysis as linked data. | J. Fernando Snchez-Rada, Carlos Angel Iglesias, Hesam Sagha, Bjrn W. Schuller, Ian D. Wood, Paul Buitelaar |
| 2017 | ACII | Emotion-augmented machine learning: Overview of an emerging domain. | Harald Strmfelt, Yue Zhang, Bjrn W. Schuller |
| 2017 | AIME | Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features. | Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Bjrn W. Schuller |
| 2017 | CICLING | Reading the Author and Speaker: Towards a Holistic and Deep Approach on Automatic Assessment of What is in One's Words. | Bjrn W. Schuller |
| 2017 | CVPR | Deep Structured Learning for Facial Action Unit Intensity Estimation. | Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Bjrn W. Schuller, Maja Pantic |
| 2017 | EACL | Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis. | Amr El-Desoky Mousa, Bjrn W. Schuller |
| 2017 | GI | Automatic Guitar String Detection by String-Inverse Frequency Estimation. | Tobias Geib, Maximilian Schmitt, Bjrn W. Schuller |
| 2017 | GI | Recognising Guitar Effects - Which Acoustic Features Really Matter? | Maximilian Schmitt, Bjrn W. Schuller |
| 2017 | HealthCom | A machine learning based system for the automatic evaluation of aphasia speech. | Christian Kohlschein, Maximilian Schmitt, Bjrn W. Schuller, Sabina Jeschke, Cornelius J. Werner |
| 2017 | ICASSP | Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations. | Yue Zhang, Yifan Liu, Felix Weninger, Bjrn W. Schuller |
| 2017 | ICASSP | Automatic multi-lingual arousal detection from voice applied to real product testing applications. | Florian Eyben, Matthias Unfried, Gerhard Hagerer, Bjrn W. Schuller |
| 2017 | ICASSP | Reconstruction-error-based learning for continuous emotion recognition in speech. | Jing Han, Zixing Zhang, Fabien Ringeval, Bjrn W. Schuller |
| 2017 | ICASSP | Prediction-based learning for continuous emotion recognition in speech. | Jing Han, Zixing Zhang, Fabien Ringeval, Bjrn W. Schuller |
| 2017 | ICCV | DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. | Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Bjrn W. Schuller, Maja Pantic |
| 2017 | IJCNN | Seeking the SuperStar: Automatic assessment of perceived singing quality. | Johanna Bohm, Florian Eyben, Maximilian Schmitt, Harald Kosch, Bjrn W. Schuller |
| 2017 | IJCNN | Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure. | Romain Sabathe, Eduardo Coutinho, Bjrn W. Schuller |
| 2017 | IJCNN | Towards intoxicated speech recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, Jing Han, Bjrn W. Schuller |
| 2017 | Interspeech | Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation. | Yue Zhang, Felix Weninger, Bjrn W. Schuller |
| 2017 | Interspeech | Snore Sound Classification Using Image-Based Deep Spectrum Features. | Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Bjrn W. Schuller |
| 2017 | Interspeech | Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results. | Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa M. Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | Interspeech | Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective. | Raymond Brueckner, Maximilian Schmitt, Maja Pantic, Bjrn W. Schuller |
| 2017 | Interspeech | An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification. | Michael Freitag, Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Bjrn W. Schuller |
| 2017 | Interspeech | "Did you laugh enough today?" - Deep Neural Networks for Mobile and Wearable Laughter Trackers. | Gerhard Hagerer, Nicholas Cummins, Florian Eyben, Bjrn W. Schuller |
| 2016 | COLING | SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives. | Erik Cambria, Soujanya Poria, Rajiv Bajpai, Bjrn W. Schuller |
| 2016 | CVPR | Deep Canonical Time Warping. | George Trigeorgis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Bjrn W. Schuller |
| 2016 | ICASSP | Wavelet features for classification of vote snore sounds. | Kun Qian, Christoph Janott, Zixing Zhang, Clemens Heiser, Bjrn W. Schuller |
| 2016 | ICASSP | Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace. | Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Bjrn W. Schuller |
| 2016 | ICASSP | Audio watermarking based on empirical mode decomposition and beat detection. | Marius Telespan, Bjrn W. Schuller |
| 2016 | ICASSP | Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network. | George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Bjrn W. Schuller, Stefanos Zafeiriou |
| 2016 | ICASSP | Enhanced semi-supervised learning for multimodal emotion recognition. | Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Bjrn W. Schuller |
| 2016 | ICASSP | Semi-autonomous data enrichment based on cross-task labelling of missing targets for holistic speech analysis. | Yue Zhang, Yuxiang Zhou, Jie Shen, Bjrn W. Schuller |
| 2016 | ICMI | Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. | Yue Zhang, Felix Weninger, Anton Batliner, Florian Hnig, Bjrn W. Schuller |
| 2016 | ICMI | Ask Alice: an artificial retrieval of information agent. | Michel F. Valstar, Tobias Baur, Angelo Cafaro, Alexandru Ghitulescu, Blaise Potard, Johannes Wagner, Elisabeth Andr, Laurent Durieu, Matthew P. Aylett, Soumia Dermouche, Catherine Pelachaud, Eduardo Coutinho, Bjrn W. Schuller, Yue Zhang, Dirk Heylen, Marit Theune, Jelte van Waterschoot |
| 2016 | ICMI | Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. | Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Bjrn W. Schuller |
| 2016 | ICPR | Detecting road surface wetness from audio: A deep learning approach. | Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Bjrn W. Schuller |
| 2016 | IJCAI | Driver Frustration Detection from Audio and Video in the Wild. | Irman Abdic, Lex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Bjrn W. Schuller |
| 2016 | IJCAI | Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. | Felix Weninger, Fabien Ringeval, Erik Marchi, Bjrn W. Schuller |
| 2016 | IJCNN | Convolutional RNN: An enhanced model for extracting features from sequential data. | Gil Keren, Bjrn W. Schuller |
| 2016 | Interspeech | Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. | Yue Zhang, Felix Weninger, Zhao Ren, Bjrn W. Schuller |
| 2016 | Interspeech | Is Deception Emotional? An Emotion-Driven Predictive Approach. | Shahin Amiriparian, Jouni Pohjalainen, Erik Marchi, Sergey Pugachevskiy, Bjrn W. Schuller |
| 2015 | ACII | Real-time robust recognition of speakers' emotions and characteristics on mobile platforms. | Florian Eyben, Bernd Huber, Erik Marchi, Dagmar Schuller, Bjrn W. Schuller |
| 2015 | ACII | Cross-language acoustic emotion recognition: An overview and some tendencies. | Silvia Monica Feraru, Dagmar Schuller, Bjrn W. Schuller |
| 2015 | ACII | iHEARu-PLAY: Introducing a game for crowdsourced data collection for affective computing. | Simone Hantke, Florian Eyben, Tobias Appel, Bjrn W. Schuller |
| 2015 | ACII | Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract). | Angeliki Metallinou, Athanasios Katsamanis, Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Shrikanth S. Narayanan |
| 2015 | ACII | Detection of negative emotions in speech signals using bags-of-audio-words. | Florian B. Pokorny, Franz Graf, Franz Pernkopf, Bjrn W. Schuller |
| 2015 | ACII | Building autonomous sensitive artificial listeners (Extended abstract). | Marc Schrder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Bjrn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wllmer |
| 2015 | ACII | Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract). | Bjrn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wllmer, Andr Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll |
| 2015 | ACII | On rater reliability and agreement based dynamic active learning. | Yue Zhang, Eduardo Coutinho, Bjrn W. Schuller, Zixing Zhang, Michael G. Adam |
| 2015 | ICASSP | A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks. | Erik Marchi, Fabio Vesperini, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |
| 2015 | ICMI | ERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems. | Kim Hartmann, Ingo Siegert, Bjrn W. Schuller, Louis-Philippe Morency, Albert Ali Salah, Ronald Bck |
| 2015 | ICMI | Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions. | Yue Zhang, Eduardo Coutinho, Zixing Zhang, Caijiao Quan, Bjrn W. Schuller |
| 2015 | IJCNN | Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. | Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |
| 2015 | Interspeech | Does my speech rock? automatic assessment of public speaking skills. | Lucas Azas, Adrien Payan, Tianjiao Sun, Guillaume Vidal, Tina Zhang, Eduardo Coutinho, Florian Eyben, Bjrn W. Schuller |
| 2014 | ICASSP | Social signal classification using deep blstm recurrent neural networks. | Raymond Brueckner, Bjrn W. Schuller |
| 2014 | ICASSP | Introducing shared-hidden-layer autoencoders for transfer learning and their application in acoustic emotion recognition. | Jun Deng, Rui Xia, Zixing Zhang, Yang Liu, Bjrn W. Schuller |
| 2014 | ICASSP | CCA based feature selection with application to continuous depression recognition from acoustic speech features. | Heysem Kaya, Florian Eyben, Albert Ali Salah, Bjrn W. Schuller |
| 2014 | ICASSP | Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks. | Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Bjrn W. Schuller |
| 2014 | ICASSP | Single-channel speech separation with memory-enhanced recurrent neural networks. | Felix Weninger, Florian Eyben, Bjrn W. Schuller |
| 2014 | ICASSP | On-line continuous-time music mood regression with deep recurrent neural networks. | Felix Weninger, Florian Eyben, Bjrn W. Schuller |
| 2014 | ICASSP | Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition. | Felix Weninger, Shinji Watanabe, Yuuki Tachioka, Bjrn W. Schuller |
| 2014 | ICASSP | Modeling gender information for emotion recognition using Denoising autoencoder. | Rui Xia, Jun Deng, Bjrn W. Schuller, Yang Liu |
| 2014 | ICMI | MAPTRAITS 2014 - The First Audio/Visual Mapping Personality Traits Challenge - An Introduction: Perceived Personality and Social Dimensions. | Oya eliktutan, Florian Eyben, Evangelos Sariyanidi, Hatice Gunes, Bjrn W. Schuller |
| 2014 | ICMI | MAPTRAITS 2014: The First Audio/Visual Mapping Personality Traits Challenge. | Oya eliktutan, Florian Eyben, Evangelos Sariyanidi, Hatice Gunes, Bjrn W. Schuller |
| 2014 | ICMI | Acoustic Gait-based Person Identification using Hidden Markov Models. | Jrgen T. Geiger, Maximilian Kneil, Bjrn W. Schuller, Gerhard Rigoll |
| 2014 | ICMI | ERM4HCI 2014: The 2nd Workshop on Emotion Representation and Modelling in Human-Computer-Interaction-Systems. | Kim Hartmann, Bjrn W. Schuller, Ronald Bck |
| 2014 | ICMI | Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion. | Fabien Ringeval, Shahin Amiriparian, Florian Eyben, Klaus R. Scherer, Bjrn W. Schuller |
| 2014 | ICML | A Deep Semi-NMF Model for Learning Hidden Representations. | George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou, Bjrn W. Schuller |
| 2014 | ICPR | Linked Source and Target Domain Subspace Feature Transfer Learning - Exemplified by Speech Emotion Recognition. | Jun Deng, Zixing Zhang, Bjrn W. Schuller |
| 2014 | IJCNN | Transfer learning emotion manifestation across music and speech. | Eduardo Coutinho, Jun Deng, Bjrn W. Schuller |
| 2014 | IJCNN | Audio onset detection: A wavelet packet based approach with recurrent neural networks. | Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |
| 2014 | Interspeech | Investigating NMF speech enhancement for neural network based acoustic models. | Jrgen T. Geiger, Jort F. Gemmeke, Bjrn W. Schuller, Gerhard Rigoll |
| 2014 | Interspeech | Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. | Jrgen T. Geiger, Zixing Zhang, Felix Weninger, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | ACII | Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition. | Jun Deng, Zixing Zhang, Erik Marchi, Bjrn W. Schuller |
| 2013 | ASRU | Hierarchical neural networks and enhanced class posteriors for social signal classification. | Raymond Brueckner, Bjrn W. Schuller |
| 2013 | ICASSP | Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies. | Florian Eyben, Felix Weninger, Stefano Squartini, Bjrn W. Schuller |
| 2013 | ICASSP | Gait-based person identification by spectral, cepstral and energy-related audio features. | Jrgen T. Geiger, Martin Hofmann, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | ICASSP | Off-line refinement of audio-to-score alignment by observation template adaptation. | Cyril Joder, Bjrn W. Schuller |
| 2013 | ICASSP | Integrating noise estimation and factorization-based speech separation: A novel hybrid approach. | Cyril Joder, Felix Weninger, David Virette, Bjrn W. Schuller |
| 2013 | ICASSP | A comparative study on sparsity penalties for NMF-based speech separation: Beyond LP-norms. | Cyril Joder, Felix Weninger, David Virette, Bjrn W. Schuller |
| 2013 | ICASSP | Automatic recognition of physiological parameters in the human voice: Heart rate and skin conductance. | Bjrn W. Schuller, Felix Friedmann, Florian Eyben |
| 2013 | ICASSP | Acoustic Geo-Sensing: Recognising cyclists' route, route direction, and route progress from cell-phone audio. | Bjrn W. Schuller, Florian B. Pokorny, Stefan Ladstaetter, Maria Fellner, Franz Graf, Lucas Paletta |
| 2013 | ICASSP | A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. | Felix Weninger, Christian Kirst, Bjrn W. Schuller, Hans-Joachim Bungartz |
| 2013 | ICASSP | Speaker trait characterization in web videos: Uniting speech, language, and facial features. | Felix Weninger, Claudia Wagner, Martin Wllmer, Bjrn W. Schuller, Louis-Philippe Morency |
| 2013 | ICASSP | Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. | Martin Wllmer, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | ICASSP | Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. | Martin Wllmer, Zixing Zhang, Felix Weninger, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | ICASSP | Co-training succeeds in Computational Paralinguistics. | Zixing Zhang, Jun Deng, Bjrn W. Schuller |
| 2013 | ICMI | The acoustics of eye contact: detecting visual attention from conversational audio cues. | Florian Eyben, Felix Weninger, Lucas Paletta, Bjrn W. Schuller |
| 2013 | ICMI | ERM4HCI 2013: the 1st workshop on emotion representation and modelling in human-computer-interaction-systems. | Kim Hartmann, Ronald Bck, Christian Becker-Asano, Jonathan Gratch, Bjrn W. Schuller, Klaus R. Scherer |
| 2013 | Interspeech | Affect recognition in real-life acoustic conditions - a new perspective on feature selection. | Florian Eyben, Felix Weninger, Bjrn W. Schuller |
| 2013 | Interspeech | Using linguistic information to detect overlapping speech. | Jrgen T. Geiger, Florian Eyben, Nicholas W. D. Evans, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | Interspeech | Detecting overlapping speech with long short-term memory recurrent neural networks. | Jrgen T. Geiger, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | Interspeech | Active learning for dimensional speech emotion recognition. | Wenjing Han, Haifeng Li, Huabin Ruan, Lin Ma, Jiayin Sun, Bjrn W. Schuller |
| 2012 | ICASSP | Audiovisual vocal outburst classification in noisy acoustic conditions. | Florian Eyben, Stavros Petridis, Bjrn W. Schuller, Maja Pantic |
| 2012 | ICASSP | Fine-tuning HMMS for nonverbal vocalizations in spontaneous speech: A multicorpus perspective. | Dmytro Prylipko, Bjrn W. Schuller, Andreas Wendemuth |
| 2012 | ICASSP | Automatic recognition of emotion evoked by general sound events. | Bjrn W. Schuller, Simone Hantke, Felix Weninger, Wenjing Han, Zixing Zhang, Shrikanth S. Narayanan |
| 2012 | ICASSP | Speech overlap detection and attribution using convolutive non-negative sparse coding. | Ravichander Vipperla, Jrgen T. Geiger, Simon Bozonnet, Dong Wang, Nicholas W. D. Evans, Bjrn W. Schuller, Gerhard Rigoll |
| 2012 | ICASSP | Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music. | Felix Weninger, Noam Amir, Ofer Amir, Irit Ronen, Florian Eyben, Bjrn W. Schuller |
| 2012 | ICASSP | Supervised and semi-supervised suppression of background music in monaural speech recordings. | Felix Weninger, Jordi Feliu, Bjrn W. Schuller |
| 2012 | ICASSP | Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? | Felix Weninger, Martin Wllmer, Jrgen T. Geiger, Bjrn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll |
| 2012 | ICASSP | Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions. | Martin Wllmer, Angeliki Metallinou, Nassos Katsamanis, Bjrn W. Schuller, Shrikanth S. Narayanan |
| 2012 | ICASSP | Semi-supervised learning helps in sound event classification. | Zixing Zhang, Bjrn W. Schuller |
| 2012 | ICMI | Improving generalisation and robustness of acoustic affect recognition. | Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2012 | ICMI | Preserving actual dynamic trend of emotion in dimensional speech emotion recognition. | Wenjing Han, Haifeng Li, Florian Eyben, Lin Ma, Jiayin Sun, Bjrn W. Schuller |
| 2012 | ICMI | AVEC 2012: the continuous audio/visual emotion challenge - an introduction. | Bjrn W. Schuller, Michel Franois Valstar, Roddy Cowie, Maja Pantic |
| 2012 | ICMI | AVEC 2012: the continuous audio/visual emotion challenge. | Bjrn W. Schuller, Michel F. Valstar, Florian Eyben, Roddy Cowie, Maja Pantic |
| 2012 | Interspeech | Likability Classification - A Not so Deep Neural Network Approach. | Raymond Brueckner, Bjrn W. Schuller |
| 2012 | Interspeech | Confidence Measures in Speech Emotion Recognition Based on Semi-supervised Learning. | Jun Deng, Bjrn W. Schuller |
| 2012 | Interspeech | Convolutive Non-Negative Sparse Coding and New Features for Speech Overlap Handling in Speaker Diarization. | Jrgen T. Geiger, Ravichander Vipperla, Simon Bozonnet, Nicholas W. D. Evans, Bjrn W. Schuller, Gerhard Rigoll |
| 2011 | ACII | The First Audio/Visual Emotion Challenge and Workshop - An Introduction. | Bjrn W. Schuller, Michel Franois Valstar, Roddy Cowie, Maja Pantic |
| 2011 | ACII | AVEC 2011-The First International Audio/Visual Emotion Challenge. | Bjrn W. Schuller, Michel Franois Valstar, Florian Eyben, Gary McKeown, Roddy Cowie, Maja Pantic |
| 2011 | ASRU | A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. | Martin Wllmer, Bjrn W. Schuller, Gerhard Rigoll |
| 2011 | ASRU | Unsupervised learning in cross-corpus acoustic emotion recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, Bjrn W. Schuller |
| 2011 | ICASSP | Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks. | Florian Eyben, Stavros Petridis, Bjrn W. Schuller, George Tzimiropoulos, Stefanos Zafeiriou, Maja Pantic |
| 2011 | ICASSP | Syllabification of conversational speech using Bidirectional Long-Short-Term Memory Neural Networks. | Christian Landsiedel, Jens Edlund, Florian Eyben, Daniel Neiberg, Bjrn W. Schuller |
| 2011 | ICASSP | Deep neural networks for acoustic emotion recognition: Raising the benchmarks. | Andr Stuhlsatz, Christine Meyer, Florian Eyben, Thomas Zielke, Hans-Gnter Meier, Bjrn W. Schuller |
| 2011 | ICASSP | Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. | Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gal Richard, Bjrn W. Schuller |
| 2011 | ICASSP | OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks. | Felix Weninger, Alexander Lehmann, Bjrn W. Schuller |
| 2011 | ICASSP | Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations. | Felix Weninger, Bjrn W. Schuller |
| 2011 | ICASSP | Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. | Felix Weninger, Bjrn W. Schuller, Martin Wllmer, Gerhard Rigoll |
| 2011 | ICASSP | A multi-stream ASR framework for BLSTM modeling of conversational speech. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2011 | Interspeech | "Would You Buy a Car from Me?" - On the Likability of Telephone Voices. | Felix Burkhardt, Bjrn W. Schuller, Benjamin Weiss, Felix Weninger |
| 2011 | Interspeech | Learning New Acoustic Events in an HMM-Based System Using MAP Adaptation. | Jrgen T. Geiger, Mohamed Anouar Lakhal, Bjrn W. Schuller, Gerhard Rigoll |
| 2010 | ICASSP | Learning with synthesized speech for automatic emotion recognition. | Bjrn W. Schuller, Felix Burkhardt |
| 2010 | ICASSP | Late fusion of individual engines for improved recognition of negative emotion in speech - learning vs. democratic vote. | Bjrn W. Schuller, Florian Metze, Stefan Steidl, Anton Batliner, Florian Eyben, Tim Polzehl |
| 2010 | ICASSP | Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization. | Bjrn W. Schuller, Felix Weninger |
| 2010 | ICASSP | Non-negative matrix factorization as noise-robust feature extractor for speech recognition. | Bjrn W. Schuller, Felix Weninger, Martin Wllmer, Yang Sun, Gerhard Rigoll |
| 2010 | ICASSP | Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2009 | ACII | OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. | Florian Eyben, Martin Wllmer, Bjrn W. Schuller |
| 2009 | ACII | A demonstration of audiovisual sensitive artificial listeners. | Marc Schrder, Elisabetta Bevacqua, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Bjrn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wllmer |
| 2009 | ACII | The hinterland of emotions: Facing the open-microphone challenge. | Stefan Steidl, Anton Batliner, Bjrn W. Schuller, Dino Seppi |
| 2009 | ASRU | From speech to letters - using a novel neural network architecture for grapheme based ASR. | Florian Eyben, Martin Wllmer, Bjrn W. Schuller, Alex Graves |
| 2009 | ASRU | Acoustic emotion recognition: A benchmark comparison of performances. | Bjrn W. Schuller, Bogdan Vlasenko, Florian Eyben, Gerhard Rigoll, Andreas Wendemuth |
| 2009 | ASRU | Robust vocabulary independent keyword spotting with graphical models. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2009 | ICASSP | Emotion recognition from speech: Putting ASR in the loop. | Bjrn W. Schuller, Anton Batliner, Stefan Steidl, Dino Seppi |
| 2009 | ICASSP | Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. | Martin Wllmer, Florian Eyben, Joseph Keshet, Alex Graves, Bjrn W. Schuller, Gerhard Rigoll |
| 2009 | ICDAR | GMs in On-Line Handwritten Whiteboard Note Recognition: The Influence of Implementation and Modeling. | Joachim Schenk, Benedikt Hrnler, Bjrn W. Schuller, Artur Braun, Gerhard Rigoll |
| 2009 | ICDAR | "The Godfather" vs. "Chaos": Comparing Linguistic Analysis Based on On-line Knowledge Sources and Bags-of-N-Grams for Movie Review Valence Estimation. | Bjrn W. Schuller, Joachim Schenk, Gerhard Rigoll, Tobias Knaup |
| 2008 | ICASSP | Mothers, adults, children, pets - towards the acoustics of intimacy. | Anton Batliner, Bjrn W. Schuller, Sonja Schaeffler, Stefan Steidl |
| 2008 | ICASSP | Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space? | Bjrn W. Schuller, Matthias Wimmer, Lorenz Msenlechner, Christian Kern, Dejan Arsic, Gerhard Rigoll |
| 2007 | ACII | On the Necessity and Feasibility of Detecting a Driver's Emotional State While Driving. | Michael Grimm, Kristian Kroschel, Helen Harris, Clifford Nass, Bjrn W. Schuller, Gerhard Rigoll, Tobias Moosmayr |
| 2007 | ACII | What Should a Generic Emotion Markup Language Be Able to Represent? | Marc Schrder, Laurence Devillers, Kostas Karpouzis, Jean-Claude Martin, Catherine Pelachaud, Christian Peter, Hannes Pirker, Bjrn W. Schuller, Jianhua Tao, Ian Wilson |
| 2007 | ACII | Frame vs. Turn-Level: Emotion Recognition from Speech Considering Static and Dynamic Processing. | Bogdan Vlasenko, Bjrn W. Schuller, Andreas Wendemuth, Gerhard Rigoll |
| 2007 | ASRU | Comparing one and two-stage acoustic modeling in the recognition of emotion in speech. | Bjrn W. Schuller, Bogdan Vlasenko, Ricardo Minguez, Gerhard Rigoll, Andreas Wendemuth |
| 2007 | ICASSP | Audiovisual Behavior Modeling by Combined Feature Spaces. | Bjrn W. Schuller, Dejan Arsic, Gerhard Rigoll, Matthias Wimmer, Bernd Radig |
| 2007 | ICASSP | Fast and Robust Meter and Tempo Recognition for the Automatic Discrimination of Ballroom Dance Styles. | Bjrn W. Schuller, Florian Eyben, Gerhard Rigoll |
| 2007 | ICASSP | Towards More Reality in the Recognition of Emotional Speech. | Bjrn W. Schuller, Dino Seppi, Anton Batliner, Andreas K. Maier, Stefan Steidl |
| 2007 | ICMI | Audiovisual recognition of spontaneous interest within conversations. | Bjrn W. Schuller, Ronald Mller, Benedikt Hrnler, Anja Hthker, Hitoshi Konosu, Gerhard Rigoll |
| 2006 | ICASSP | A Combined LSTM-RNN - HMM - Approach for Meeting Event Segmentation and Recognition. | Stephan Reiter, Bjrn W. Schuller, Gerhard Rigoll |
| 2006 | ICIP | Submotions for Hidden Markov Model Based Dynamic Facial Action Recognition. | Dejan Arsic, Joachim Schenk, Bjrn W. Schuller, Frank Wallhoff, Gerhard Rigoll |
| 2005 | ICASSP | Meta-Classifiers in Acoustic and Linguistic Feature Fusion-Based Affect Recognition. | Bjrn W. Schuller, Raquel Jimnez Villar, Gerhard Rigoll, Manfred K. Lang |
| 2005 | ICIP | Video based online behavior detection using probabilistic multi stream fusion. | Dejan Arsic, Frank Wallhoff, Bjrn W. Schuller, Gerhard Rigoll |
| 2004 | ICASSP | Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture. | Bjrn W. Schuller, Gerhard Rigoll, Manfred K. Lang |
| 2003 | ICASSP | Hidden Markov model-based speech emotion recognition. | Bjrn W. Schuller, Gerhard Rigoll, Manfred K. Lang |
| 2002 | CHI | Experimental evaluation of user errors at the skill-based level in an automative environment. | Frank Althoff, Karla Geiss, Gregor McGlaun, Bjrn W. Schuller, Manfred K. Lang |
| 2002 | CHI | A new technique for adjusting distraction moments in multitasking non-field usability tests. | Gregor McGlaun, Frank Althoff, Bjrn W. Schuller, Manfred K. Lang |