Bjrn W. Schuller
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
448
Venues
37
Active years
2015–2026
Best venue rank
A*
Where they publish
- AInterspeech127 papers
- MulticonferenceICASSP62 papers
- BACII20 papers
- BICMI15 papers
- BIJCNN12 papers
- CMMSP6 papers
- CHealthCom4 papers
- BICPR4 papers
- A*CVPR4 papers
- BLREC4 papers
- A*IJCAI4 papers
- A*ACL3 papers
- NationalHCI3 papers
- BIWCMC3 papers
- A*ICDM3 papers
- A*AAAI2 papers
- BAIME2 papers
- BCBMS2 papers
- BGI2 papers
- CASRU1 paper
- CDATA1 paper
- CICSoft1 paper
- NationalRANLP1 paper
- A*ECCV1 paper
- BESANN1 paper
- CICMLA1 paper
- A*CHI1 paper
- MulticonferenceSAC1 paper
- CIPMU1 paper
- ACIKM1 paper
- CICCHP1 paper
- AIROS1 paper
- A*ICSE1 paper
- CCICLING1 paper
- AEACL1 paper
- A*ICCV1 paper
- BCOLING1 paper
Papers
Showing the 300 most recent indexed papers.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 |
| 2025 | Interspeech | Articulatory Feature Prediction from Surface EMG during Speech Production. | Jihwan Lee, Kevin Huang, Kleanthis Avramidis, Simon Pistrosch, Monica Gonzlez Machorro, Yoonjeong Lee, Bjrn W. Schuller, Louis Goldstein, Shrikanth Narayanan |
| 2025 | ICSoft | Deep Learning Deep Feelings: Large Models, Larger Emotions. | Bjrn W. Schuller |
| 2025 | RANLP | Am I Blue or Is My Hobby Counting the Teardrops? Expression Leakage in Large Language Models as a Symptom of Irrelevancy Disruption. | Berkay Kpr, Mehrzad Mashal, Yigit Grses, kos Kdr, Maximilian Schmitt, Ditty Mathew, Felix Burkhardt, 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 |
| 2024 | Interspeech | ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. | Xin Jing, Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2024 | Interspeech | DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition. | Xin Jing, Luyang Zhang, Jiangjian Xie, Alexander Gebhard, Alice Baird, Bjrn W. Schuller |
| 2024 | Interspeech | A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection. | Stefan Kalabakov, Monica Gonzlez Machorro, Florian Eyben, Bjrn W. Schuller, Bert Arnrich |
| 2024 | Interspeech | Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation. | Alexander Kathan, Martin Brger, Andreas Triantafyllopoulos, Sabrina Milkus, Jonas Hohmann, Pauline Muderlak, Jrgen Schottdorf, Richard Musil, Bjrn W. Schuller, Shahin Amiriparian |
| 2024 | Interspeech | Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition. | Siddique Latif, Raja Jurdak, Bjrn W. Schuller |
| 2024 | Interspeech | E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition. | Liuxian Ma, Lin Shen, Ruobing Li, Haojie Zhang, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2024 | Interspeech | Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification. | Xihang Qiu, Lixian Zhu, Zikai Song, Zeyu Chen, Haojie Zhang, Kun Qian, Ye Zhang, Bin Hu, Yoshiharu Yamamoto, Bjrn W. Schuller |
| 2024 | Interspeech | Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition. | Oliver Schrfer, Manuel Milling, Felix Burkhardt, Florian Eyben, Bjrn W. Schuller |
| 2024 | Interspeech | "So . . . my child . . . " - How Child ADHD Influences the Way Parents Talk. | Anika A. Spiesberger, Andreas Triantafyllopoulos, Alexander Kathan, Anastasia Semertzidou, Caterina Gawrilow, Tilman Reinelt, Wolfgang A. Rauch, Bjrn W. Schuller |
| 2024 | Interspeech | Sustained Vowels for Pre- vs Post-Treatment COPD Classification. | Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Bjrn W. Schuller |
| 2024 | Interspeech | INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. | Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Bjrn W. Schuller |
| 2024 | Interspeech | Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. | Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2024 | Interspeech | Neural Compression Augmentation for Contrastive Audio Representation Learning. | Zhaoyu Wang, Haohe Liu, Harry Coppock, Bjrn W. Schuller, Mark D. Plumbley |
| 2024 | IWCMC | Deep Neural Quality of Service Prediction for Unmanned Aircraft System Communications. | Patrick Purucker, Christian Reil, Alfred H, 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 |
| 2023 | Interspeech | The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances. | Alexander Kathan, Andreas Triantafyllopoulos, Shahin Amiriparian, Sabrina Milkus, Alexander Gebhard, Jonas Hohmann, Pauline Muderlak, Jrgen Schottdorf, Bjrn W. Schuller, Richard Musil |
| 2023 | Interspeech | Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features. | Monica Gonzlez Machorro, Pascal Hecker, Uwe D. Reichel, Helly N. Hammer, Robert Hoepner, Lisa Pedrotti, Alisha Zmutt, Hesam Sagha, Johan van Beek, Florian Eyben, Dagmar M. Schuller, Bjrn W. Schuller, Bert Arnrich |
| 2023 | Interspeech | A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. | Mohammad Ibrahim Malik, Siddique Latif, Raja Jurdak, Bjrn W. Schuller |
| 2023 | Interspeech | The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech. | Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Bjrn W. Schuller |
| 2023 | Interspeech | Abusive Speech Detection in Indic Languages Using Acoustic Features. | Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Bjrn W. Schuller |
| 2023 | Interspeech | Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running. | Andreas Triantafyllopoulos, Alexander Gebhard, Alexander Kathan, Maurice Gerczuk, Shahin Amiriparian, 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 |
| 2022 | Interspeech | Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19. | Adria Mallol-Ragolta, Helena Cuesta, Emilia Gmez, Bjrn W. Schuller |
| 2022 | Interspeech | SVTS: Scalable Video-to-Speech Synthesis. | Rodrigo Schoburg Carrillo de Mira, Alexandros Haliassos, Stavros Petridis, Bjrn W. Schuller, Maja Pantic |
| 2022 | Interspeech | Probing speech emotion recognition transformers for linguistic knowledge. | Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe D. Reichel, Florian Eyben, Felix Burkhardt, Bjrn W. Schuller |
| 2022 | Interspeech | Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. | Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Bjrn W. Schuller |
| 2022 | Interspeech | Data Augmentation for Dementia Detection in Spoken Language. | Dominika Woszczyk, Anna Hldikov, Alican Akman, Soteris Demetriou, Bjrn W. Schuller |
| 2022 | LREC | Nkululeko: A Tool For Rapid Speaker Characteristics Detection. | Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Bjrn W. Schuller |
| 2022 | LREC | A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning. | Felix Burkhardt, Anabell Hacker, Uwe D. Reichel, Hagen Wierstorf, Florian Eyben, Bjrn W. Schuller |
| 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 |
| 2021 | Interspeech | Speaking Corona? Human and Machine Recognition of COVID-19 from Voice. | Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe D. Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich, Bjrn W. Schuller |
| 2021 | Interspeech | An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation. | Xiangheng He, Junjie Chen, Georgios Rizos, Bjrn W. Schuller |
| 2021 | Interspeech | Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features. | Vincent Karas, Bjrn W. Schuller |
| 2021 | Interspeech | Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information. | Adria Mallol-Ragolta, Helena Cuesta, Emilia Gmez, Bjrn W. Schuller |
| 2021 | Interspeech | Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild. | Georgios Rizos, Jenna Lawson, Zhuoda Han, Duncan Butler, James Rosindell, Krystian Mikolajczyk, Cristina Banks-Leite, Bjrn W. Schuller |
| 2021 | Interspeech | The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. | Bjrn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chlo Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Lon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp |
| 2021 | Interspeech | Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks. | Tianhao Yan, Hao Meng, Emilia Parada-Cabaleiro, Shuo Liu, Meishu Song, Bjrn W. Schuller |
| 2021 | MMSP | Evaluating Deep Music Generation Methods Using Data Augmentation. | Toby Godwin, Georgios Rizos, Alice Baird, Najla D. Al Futaisi, Vincent Brisse, Bjrn W. Schuller |
| 2021 | MMSP | Towards an Efficient Deep Learning Model for Emotion and Theme Recognition in Music. | Srividya Tirunellai Rajamani, Kumar T. Rajamani, Bjrn W. Schuller |
| 2021 | SAC | Identifying surgical-mask speech using deep neural networks on low-level aggregation. | Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Bjrn W. Schuller |
| 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 |
| 2020 | Interspeech | Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task. | Tomoya Koike, Kun Qian, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2020 | Interspeech | Augmenting Generative Adversarial Networks for Speech Emotion Recognition. | Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Bjrn W. Schuller |
| 2020 | Interspeech | Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition. | Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Bjrn W. Schuller |
| 2020 | Interspeech | Towards Speech Robustness for Acoustic Scene Classification. | Shuo Liu, Andreas Triantafyllopoulos, Zhao Ren, Bjrn W. Schuller |
| 2020 | Interspeech | Deep Attentive End-to-End Continuous Breath Sensing from Speech. | Alexis Deighton MacIntyre, Georgios Rizos, Anton Batliner, Alice Baird, Shahin Amiriparian, Antonia F. de C. Hamilton, Bjrn W. Schuller |
| 2020 | Interspeech | An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. | Adria Mallol-Ragolta, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models. | Zhao Ren, Jing Han, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks. | Bjrn W. Schuller, Anton Batliner, Christian Bergler, Eva-Maria Messner, Antonia F. de C. Hamilton, Shahin Amiriparian, Alice Baird, Georgios Rizos, Maximilian Schmitt, Lukas Stappen, Harald Baumeister, Alexis Deighton MacIntyre, Simone Hantke |
| 2020 | Interspeech | Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus. | Lukas Stappen, Georgios Rizos, Madina Hasan, Thomas Hain, Bjrn W. Schuller |
| 2020 | Interspeech | Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons' Call Detection. | Panagiotis Tzirakis, Alexander Shiarella, Robert M. Ewers, Bjrn W. Schuller |
| 2020 | Interspeech | Adventitious Respiratory Classification Using Attentive Residual Neural Networks. | Zijiang Yang, Shuo Liu, Meishu Song, Emilia Parada-Cabaleiro, Bjrn W. Schuller |
| 2020 | Interspeech | Hybrid Network Feature Extraction for Depression Assessment from Speech. | Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao, Bjrn W. Schuller |
| 2020 | IPMU | Average Jane, Where Art Thou? - Recent Avenues in Efficient Machine Learning Under Subjectivity Uncertainty. | Georgios Rizos, Bjrn W. Schuller |
| 2020 | MMSP | An Evolutionary-based Generative Approach for Audio Data Augmentation. | Silvan Mertes, Alice Baird, Dominik Schiller, Bjrn W. Schuller, Elisabeth Andr |
| 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 |
| 2019 | Interspeech | A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. | Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Robust Speech Emotion Recognition Under Different Encoding Conditions. | Christopher Oates, Andreas Triantafyllopoulos, Ingmar Steiner, Bjrn W. Schuller |
| 2019 | Interspeech | Continuous Emotion Recognition in Speech - Do We Need Recurrence? | Maximilian Schmitt, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. | Bjrn W. Schuller, Anton Batliner, Christian Bergler, Florian B. Pokorny, Jarek Krajewski, Margaret Cychosz, Ralf Vollmann, Sonja-Dana Roelen, Sebastian Schnieder, Elika Bergelson, Alejandrina Cristi, Amanda Seidl, Anne S. Warlaumont, Lisa Yankowitz, Elmar Nth, Shahin Amiriparian, Simone Hantke, Maximilian Schmitt |
| 2019 | Interspeech | Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. | Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner, Ingmar Steiner, Bjrn W. Schuller |
| 2019 | Interspeech | Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. | Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Bjrn W. Schuller |
| 2019 | Interspeech | Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2019 | IWCMC | A Comparison of AI-Based Throughput Prediction for Cellular Vehicle-To-Server Communication. | Josef Schmid, Mathias Schneider, Alfred H, Bjrn W. Schuller |
| 2019 | MMSP | Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results. | Alice Baird, Shahin Amiriparian, Miriam Berschneider, Maximilian Schmitt, Bjrn W. Schuller |
| 2019 | MMSP | Can Deep Generative Audio be Emotional? Towards an Approach for Personalised Emotional Audio Generation. | Alice Baird, Shahin Amiriparian, Bjrn W. Schuller |
| 2019 | MMSP | From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks. | Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus R. Scherer, 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 |
| 2018 | Interspeech | Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis. | Simone Hantke, Christoph Stemp, Bjrn W. Schuller |
| 2018 | Interspeech | Categorical vs Dimensional Perception of Italian Emotional Speech. | Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird, Bjrn W. Schuller |
| 2018 | Interspeech | How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives. | Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Bjrn W. Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe, Harald Baumeister |
| 2018 | Interspeech | State of Mind: Classification through Self-reported Affect and Word Use in Speech. | Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Bjrn W. Schuller, Harald Baumeister |
| 2018 | Interspeech | The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou |
| 2018 | Interspeech | Automated Classification of Children's Linguistic versus Non-Linguistic Vocalisations. | Zixing Zhang, Alejandrina Cristi, Anne S. Warlaumont, Bjrn W. Schuller |
| 2018 | IROS | CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism. | Ognjen Rudovic, Yuria Utsumi, Jaeryoung Lee, Javier Hernandez, Eduardo Castell Ferrer, Bjrn W. Schuller, Rosalind W. Picard |
| 2018 | ICSE | Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda. | Hans-Jrg Vgel, Christian S, Thomas Hubregtsen, Elisabeth Andr, Bjrn W. Schuller, Jrme Hrri, Jrg Conradt, Asaf Adi, Alexander Zadorojniy, Jacques M. B. Terken, Jonas Beskow, Ann Morrison, Kynan Eng, Florian Eyben, Samer Al Moubayed, Susanne Muller, Nicholas Cummins, Viviane S. Ghaderi, Ronee Chadowitz, Raphal Troncy, Benoit Huet, Melek nen, Adlen Ksentini |
| 2018 | IWCMC | Passive monitoring and geo-based prediction of mobile network vehicle-to-server communication. | Josef Schmid, Philipp Hes, Alfred H, 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 |
| 2017 | Interspeech | Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World. | Simone Hantke, Zixing Zhang, Bjrn W. Schuller |
| 2017 | Interspeech | Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings. | Simone Hantke, Hesam Sagha, Nicholas Cummins, Bjrn W. Schuller |
| 2017 | Interspeech | The Perception of Emotions in Noisified Nonsense Speech. | Emilia Parada-Cabaleiro, Alice Baird, Anton Batliner, Nicholas Cummins, Simone Hantke, Bjrn W. Schuller |
| 2017 | Interspeech | Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach. | Florian B. Pokorny, Bjrn W. Schuller, Peter B. Marschik, Raymond Brueckner, Pr Nystrm, Nicholas Cummins, Sven Blte, Christa Einspieler, Terje Falck-Ytter |
| 2017 | Interspeech | Discussion. | Bjrn W. Schuller, Anton Batliner |
| 2017 | Interspeech | The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Elika Bergelson, Jarek Krajewski, Christoph Janott, Andrei Amatuni, Marisa Casillas, Amanda Seidl, Melanie Soderstrom, Anne S. Warlaumont, Guillermo Hidalgo, Sebastian Schnieder, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Maximilian Schmitt, Kun Qian, Yue Zhang, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou |
| 2017 | Interspeech | Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition. | Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, 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 |
| 2016 | Interspeech | Convolutional Neural Networks with Data Augmentation for Classifying Speakers' Native Language. | Gil Keren, Jun Deng, Jouni Pohjalainen, Bjrn W. Schuller |
| 2016 | Interspeech | Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms. | Erik Marchi, Florian Eyben, Gerhard Hagerer, Bjrn W. Schuller |
| 2016 | Interspeech | Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion Utilizing Complex Many-to-Many Alignments. | Amr El-Desoky Mousa, Bjrn W. Schuller |
| 2016 | Interspeech | Does She Speak RTT? Towards an Earlier Identification of Rett Syndrome Through Intelligent Pre-Linguistic Vocalisation Analysis. | Florian B. Pokorny, Peter B. Marschik, Christa Einspieler, Bjrn W. Schuller |
| 2016 | Interspeech | Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development. | Florian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zhrer, Franz Pernkopf, Peter B. Marschik, Bjrn W. Schuller |
| 2016 | Interspeech | Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children. | Fabien Ringeval, Erik Marchi, Charline Grossard, Jean Xavier, Mohamed Chetouani, David Cohen, Bjrn W. Schuller |
| 2016 | Interspeech | Enhancing Multilingual Recognition of Emotion in Speech by Language Identification. | Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povoln, Erik Marchi, Bjrn W. Schuller |
| 2016 | Interspeech | At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech. | Maximilian Schmitt, Fabien Ringeval, Bjrn W. Schuller |
| 2016 | Interspeech | The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception, Sincerity & Native Language. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron C. Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | The Deception Sub-Challenge: The Data. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron C. Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | The Sincerity Sub-Challenge: The Data. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | The Native Language Sub-Challenge: The Data. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | The INTERSPEECH 2016 Computational Paralinguistics Challenge: A Summary of Results. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | Discussion. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini |
| 2016 | Interspeech | Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. | Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Bjrn W. Schuller |
| 2016 | LREC | Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets. | Eduardo Coutinho, Florian Hnig, Yue Zhang, Simone Hantke, Anton Batliner, Elmar Nth, Bjrn W. Schuller |
| 2016 | LREC | Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification. | Simone Hantke, Erik Marchi, 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 |
| 2015 | Interspeech | Typicality and emotion in the voice of children with autism spectrum condition: evidence across three languages. | Erik Marchi, Bjrn W. Schuller, Simon Baron-Cohen, Ofer Golan, Sven Blte, Prerna Arora, Reinhold Hb-Umbach |
| 2015 | Interspeech | Face reading from speech - predicting facial action units from audio cues. | Fabien Ringeval, Erik Marchi, Marc Mehu, Klaus R. Scherer, Bjrn W. Schuller |
| 2015 | Interspeech | The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Simone Hantke, Florian Hnig, Juan Rafael Orozco-Arroyave, Elmar Nth, Yue Zhang, Felix Weninger |
| 2015 | Interspeech | Dimensionality reduction for speech emotion features by multiscale kernels. | Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Bjrn W. Schuller |