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    First name: Björn W.
    Last name: Schuller
    DBLP: 54/4934
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    Journal article
    Jun Deng, Xinzhou Xu, Zixing Zhang 0001, Sascha Frühholz, Björn W. Schuller.
    Semisupervised Autoencoders for Speech Emotion Recognition.
    IEEE/ACM Trans. Audio, Speech Language Processing 2018, Volume 26 (0) 2018
    Journal article
    Gil Keren, Maximilian Schmitt, Thomas Kehrenberg, Björn W. Schuller.
    Weakly Supervised One-Shot Detection with Attention Siamese Networks.
    CoRR 2018, Volume 0 (0) 2018
    Journal article
    Christoph Janott, Maximilian Schmitt, Yue Zhang 0014, Kun Qian 0003, Vedhas Pandit, Zixing Zhang 0001, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller.
    Snoring classified: The Munich-Passau Snore Sound Corpus.
    Comp. in Bio. and Med. 2018, Volume 94 (0) 2018
    Conference paper
    George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou, Björn W. Schuller.
    A Deep Matrix Factorization Method for Learning Attribute Representations.
    IEEE Trans. Pattern Anal. Mach. Intell. 2017, Volume 39 (0) 2017
    Conference paper
    Gil Keren, Sivan Sabato, Björn W. Schuller.
    Tunable Sensitivity to Large Errors in Neural Network Training.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Journal article
    Björn W. Schuller.
    Editorial: IEEE Transactions on Affective Computing - Challenges and Chances.
    IEEE Trans. Affective Computing 2017, Volume 8 (0) 2017
    Conference paper
    Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou.
    End-to-End Multimodal Emotion Recognition using Deep Neural Networks.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic.
    DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic.
    Deep Structured Learning for Facial Action Unit Intensity Estimation.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn W. Schuller.
    Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection.
    Comp. Int. and Neurosc. 2017, Volume 2017 (0) 2017
    Conference paper
    Björn W. Schuller.
    Can Affective Computing Save Lives? Meet Mobile Health.
    IEEE Computer 2017, Volume 50 (0) 2017
    Conference paper
    Jun Deng, Xinzhou Xu, Zixing Zhang 0001, Sascha Frühholz, Björn W. Schuller.
    Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition.
    IEEE Signal Process. Lett. 2017, Volume 24 (0) 2017
    Conference paper
    Gil Keren, Sivan Sabato, Björn W. Schuller.
    Fast Single-Class Classification and the Principle of Logit Separation.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Björn W. Schuller.
    Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features.
    Artificial Intelligence in Medicine - 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings 2017 (0) 2017
    Conference paper
    Jing Han, Zixing Zhang 0001, Fabien Ringeval, Björn W. Schuller.
    Reconstruction-error-based learning for continuous emotion recognition in speech.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Yue Zhang 0014, Yifan Liu, Felix Weninger, Björn W. Schuller.
    Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Florian Eyben, Matthias Unfried, Gerhard Hagerer, Björn W. Schuller.
    Automatic multi-lingual arousal detection from voice applied to real product testing applications.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Jing Han, Zixing Zhang 0001, Fabien Ringeval, Björn W. Schuller.
    Prediction-based learning for continuous emotion recognition in speech.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang 0001, Chen Wu, Li Zhao, Björn W. Schuller.
    A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech.
    IEEE/ACM Trans. Audio, Speech Language Processing 2017, Volume 25 (0) 2017
    Conference paper
    Jun Deng, Nicholas Cummins, Maximilian Schmitt, Kun Qian, Fabien Ringeval, Björn W. Schuller.
    Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations.
    Proceedings of the 2017 International Conference on Digital Health, London, United Kingdom, July 2-5, 2017 2017 (0) 2017
    Conference paper
    Zixing Zhang 0001, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller.
    Towards intoxicated speech recognition.
    2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Johanna Bohm, Florian Eyben, Maximilian Schmitt, Harald Kosch, Björn W. Schuller.
    Seeking the SuperStar: Automatic assessment of perceived singing quality.
    2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Romain Sabathe, Eduardo Coutinho, Björn W. Schuller.
    Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure.
    2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Gerhard Hagerer, Vedhas Pandit, Florian Eyben, Björn W. Schuller.
    Enhancing LSTM RNN-Based Speech Overlap Detection by Artificially Mixed Data.
    AES International Conference Semantic Audio 2017, Erlangen, Germany, June 22-24, 2017 2017 (0) 2017
    Conference paper
    Jun Deng, Sascha Frühholz, Zixing Zhang 0001, Björn W. Schuller.
    Recognizing Emotions From Whispered Speech Based on Acoustic Feature Transfer Learning.
    IEEE Access 2017, Volume 5 (0) 2017
    Conference paper
    Zixing Zhang 0001, Nicholas Cummins, Björn W. Schuller.
    Advanced Data Exploitation in Speech Analysis: An overview.
    IEEE Signal Process. Mag. 2017, Volume 34 (0) 2017
    Conference paper
    Zixing Zhang 0001, Ding Liu, Jing Han, Björn W. Schuller.
    Learning Audio Sequence Representations for Acoustic Event Classification.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Amr El-Desoky Mousa, Björn W. Schuller.
    Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis.
    Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers 2017 (0) 2017
    Conference paper
    Ognjen Rudovic, Jaeryoung Lee, Lea Mascarell-Maricic, Björn W. Schuller, Rosalind W. Picard.
    Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study.
    Front. Robotics and AI 2017, Volume 2017 (0) 2017
    Conference paper
    Hesam Sagha, Nicholas Cummins, Björn W. Schuller.
    Stacked denoising autoencoders for sentiment analysis: a review.
    Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2017, Volume 7 (0) 2017
    Conference paper
    Björn W. Schuller.
    Big Data, Deep Learning - At the Edge of X-Ray Speaker Analysis.
    Speech and Computer - 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings 2017 (0) 2017
    Conference paper
    Emilia Parada-Cabaleiro, Alice Baird, Nicholas Cummins, Björn W. Schuller.
    Stimulation of psychological listener experiences by semi-automatically composed electroacoustic environments.
    2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017 2017 (0) 2017
    Conference paper
    Gil Keren, Tobias Kirschstein, Erik Marchi, Fabien Ringeval, Björn W. Schuller.
    End-to-end learning for dimensional emotion recognition from physiological signals.
    2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017 2017 (0) 2017
    Conference paper
    Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale.
    Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models.
    IEEE Trans. Affective Computing 2017, Volume 8 (0) 2017
    Journal article
    Mohammad Soleymani, David Garcia, Brendan Jou, Björn W. Schuller, Shih-Fu Chang, Maja Pantic.
    A survey of multimodal sentiment analysis.
    Image Vision Comput. 2017, Volume 65 (0) 2017
    Journal article
    Mohammad Soleymani, Björn W. Schuller, Shih-Fu Chang.
    Guest editorial: Multimodal sentiment analysis and mining in the wild.
    Image Vision Comput. 2017, Volume 65 (0) 2017
    Journal article
    Jing Han, Zixing Zhang, Nicholas Cummins, Fabien Ringeval, Björn W. Schuller.
    Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals.
    Image Vision Comput. 2017, Volume 65 (0) 2017
    Conference paper
    Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Maja Pantic.
    Summary for AVEC 2017: Real-life Depression and Affect Challenge and Workshop.
    Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 2017 (0) 2017
    Conference paper
    Nicholas Cummins, Shahin Amiriparian, Gerhard Hagerer, Anton Batliner, Stefan Steidl, Björn W. Schuller.
    An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech.
    Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 2017 (0) 2017
    Conference paper
    Yue Zhang 0014, Felix Weninger, Boqing Liu, Maximilian Schmitt, Florian Eyben, Björn W. Schuller.
    A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits.
    Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 2017 (0) 2017
    Book chapter
    Björn W. Schuller.
    Acquisition of Affect.
    Emotions and Personality in Personalized Services - Models, Evaluation and Applications 2016 (0) 2017
    Conference paper
    Emilia Parada-Cabaleiro, Anton Batliner, Alice Baird, Björn W. Schuller.
    The SEILS Dataset: Symbolically Encoded Scores in Modern-Early Notation for Computational Musicology.
    Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017 2017 (0) 2017
    Conference paper
    Alice Baird, Stina Hasse Jørgensen, Emilia Parada-Cabaleiro, Simone Hantke, Nicholas Cummins, Björn W. Schuller.
    Perception of Paralinguistic Traits in Synthesized Voices.
    Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, London, United Kingdom, August 23 - 26, 2017 2017 (0) 2017
    Conference paper
    Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller.
    "You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection.
    2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, July 11-15, 2017 2017 (0) 2017
    Conference paper
    Kun Qian 0003, Christoph Janott, Jun Deng, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Nicholas Cummins, Björn W. Schuller.
    Snore sound recognition: On wavelets and classifiers from deep nets to kernels.
    2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, July 11-15, 2017 2017 (0) 2017
    Conference paper
    Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic.
    Deep Structured Learning for Facial Action Unit Intensity Estimation.
    2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017 2017 (0) 2017
    Conference paper
    Tobias Geib, Maximilian Schmitt, Björn W. Schuller.
    Automatic Guitar String Detection by String-Inverse Frequency Estimation.
    47. Jahrestagung der Gesellschaft für Informatik, Informatik 2017, Chemnitz, Germany, September 25-29, 2017 2017 (0) 2017
    Conference paper
    Maximilian Schmitt, Björn W. Schuller.
    Recognising Guitar Effects - Which Acoustic Features Really Matter?
    47. Jahrestagung der Gesellschaft für Informatik, Informatik 2017, Chemnitz, Germany, September 25-29, 2017 2017 (0) 2017
    Conference paper
    Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou.
    End-to-End Multimodal Emotion Recognition Using Deep Neural Networks.
    J. Sel. Topics Signal Processing 2017, Volume 11 (0) 2017
    Conference paper
    Maximilian Schmitt, Björn W. Schuller.
    openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit.
    Journal of Machine Learning Research 2017, Volume 18 (0) 2017
    Conference paper
    Zixing Zhang 0001, Jürgen T. Geiger, Jouni Pohjalainen, Amr El-Desoky Mousa, Björn W. Schuller.
    Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Kun Qian 0003, Christoph Janott, Vedhas Pandit, Zixing Zhang 0001, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller.
    Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis.
    IEEE Trans. Biomed. Engineering 2017, Volume 64 (0) 2017
    Conference paper
    Jing Han, Zixing Zhang 0001, Maximilian Schmitt, Maja Pantic, Björn W. Schuller.
    From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty.
    Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 2017 (0) 2017
    Conference paper
    Christian Kohlschein, Maximilian Schmitt, Björn W. Schuller, Sabina Jeschke, Cornelius J. Werner.
    A machine learning based system for the automatic evaluation of aphasia speech.
    19th IEEE International Conference on e-Health Networking, Applications and Services, Healthcom 2017, Dalian, China, October 12-15, 2017 2017 (0) 2017
    Journal article
    Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller.
    auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic.
    DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding.
    IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017 2017 (0) 2017
    Conference paper
    Felix Burkhardt, Benjamin Weiss 0001, Florian Eyben, Jun Deng, Björn W. Schuller.
    Detecting Vocal Irony.
    Language Technologies for the Challenges of the Digital Age - 27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings 2018 (0) 2017
    Conference paper
    Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Björn W. Schuller.
    Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Raymond Brueckner, Maximilian Schmitt, Maja Pantic, Björn W. Schuller.
    Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Yue Zhang 0014, Felix Weninger, Björn W. Schuller.
    Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Simone Hantke, Hesam Sagha, Nicholas Cummins, Björn W. Schuller.
    Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Florian B. Pokorny, Björn W. Schuller, Peter B. Marschik, Raymond Brueckner, Pär Nyström, Nicholas Cummins, Sven Bölte, Christa Einspieler, Terje Falck-Ytter.
    Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Gerhard Hagerer, Nicholas Cummins, Florian Eyben, Björn W. Schuller.
    "Did you laugh enough today?" - Deep Neural Networks for Mobile and Wearable Laughter Trackers.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Björn W. Schuller.
    Snore Sound Classification Using Image-Based Deep Spectrum Features.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Simone Hantke, Zixing Zhang 0001, Björn W. Schuller.
    Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Björn 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 0003, Yue Zhang 0014, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou.
    The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold Snoring.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, Björn W. Schuller.
    Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Björn W. Schuller, Anton Batliner.
    Discussion.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Emilia Parada-Cabaleiro, Alice Baird, Anton Batliner, Nicholas Cummins, Simone Hantke, Björn W. Schuller.
    The Perception of Emotions in Noisified Nonsense Speech.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Michael Freitag, Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Björn W. Schuller.
    An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification.
    Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017 2017 (0) 2017
    Conference paper
    Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Björn W. Schuller.
    CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms.
    Seventh International Conference on Affective Computing and Intelligent Interaction, ACII 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Hesam Sagha, Jun Deng, Björn W. Schuller.
    The effect of personality trait, age, and gender on the performance of automatic speech valence recognition.
    Seventh International Conference on Affective Computing and Intelligent Interaction, ACII 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Jun Deng, Florian Eyben, Björn W. Schuller, Felix Burkhardt.
    Deep neural networks for anger detection from real life speech data.
    Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII Workshops 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller.
    Sentiment analysis using image-based deep spectrum features.
    Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII Workshops 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Gerhard Hagerer, Florian Eyben, Dagmar Schuller, Klaus R. Scherer, Björn W. Schuller.
    VoicePlay - An affective sports game operated by speech emotion recognition based on the component process model.
    Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII Workshops 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Harald Stromfelt, Yue Zhang 0014, Björn W. Schuller.
    Emotion-augmented machine learning: Overview of an emerging domain.
    Seventh International Conference on Affective Computing and Intelligent Interaction, ACII 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Björn W. Schuller.
    Feature selection in multimodal continuous emotion prediction.
    Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII Workshops 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    J. Fernando Sánchez-Rada, Carlos Angel Iglesias, Hesam Sagha, Björn W. Schuller, Ian Wood, Paul Buitelaar.
    Multimodal multimodel emotion analysis as linked data.
    Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACII Workshops 2017, San Antonio, TX, USA, October 23-26, 2017 2017 (0) 2017
    Conference paper
    Gil Keren, Björn W. Schuller.
    Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Björn W. Schuller.
    Editorial: Transactions on Affective Computing - Changes and Continuance.
    T. Affective Computing 2016, Volume 7 (0) 2016
    Conference paper
    Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Björn W. Schuller.
    Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace.
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 2016 (0) 2016
    Conference paper
    George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou.
    Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network.
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 2016 (0) 2016
    Conference paper
    Maximilian Schmitt, Björn W. Schuller.
    openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres, Stefan Scherer, Giota Stratou, Roddy Cowie, Maja Pantic.
    AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Florian Eyben, Klaus R. Scherer, Björn W. Schuller, Johan Sundberg, Elisabeth André, Carlos Busso, Laurence Devillers, Julien Epps, Petri Laukka, Shrikanth S. Narayanan, Khiet P. Truong.
    The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing.
    T. Affective Computing 2016, Volume 7 (0) 2016
    Conference paper
    Marius Telespan, Björn W. Schuller.
    Audio watermarking based on empirical mode decomposition and beat detection.
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 2016 (0) 2016
    Conference paper
    Felix Weninger, Fabien Ringeval, Erik Marchi, Björn W. Schuller.
    Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio.
    Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016 2016 (0) 2016
    Conference paper
    Irman Abdic, Alex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller.
    Driver Frustration Detection from Audio and Video in the Wild.
    Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016 2016 (0) 2016
    Conference paper
    Björn W. Schuller, Jian Pei.
    Using Computer Intelligence for Depression Diagnosis and Crowdsourcing.
    IEEE Computer 2016, Volume 49 (0) 2016
    Conference paper
    Simone Hantke, Erik Marchi, Björn W. Schuller.
    Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification.
    Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portoro┼ż, Slovenia, May 23-28, 2016. 2016 (0) 2016
    Conference paper
    Yue Zhang 0014, Yuxiang Zhou, Jie Shen, Björn W. Schuller.
    Semi-autonomous data enrichment based on cross-task labelling of missing targets for holistic speech analysis.
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 2016 (0) 2016
    Conference paper
    Eduardo Coutinho, Florian Hönig, Yue Zhang 0014, Simone Hantke, Anton Batliner, Elmar Nöth, Björn W. Schuller.
    Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets.
    Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portoro┼ż, Slovenia, May 23-28, 2016. 2016 (0) 2016
    Journal article
    Erik Cambria, Björn W. Schuller, Yunqing Xia, Bebo White.
    New avenues in knowledge bases for natural language processing.
    Knowl.-Based Syst. 2016, Volume 108 (0) 2016
    Conference paper
    Ya Li, Jianhua Tao, Björn W. Schuller, Shiguang Shan, Dongmei Jiang, Jia Jia.
    MEC 2016: The Multimodal Emotion Recognition Challenge of CCPR 2016.
    Pattern Recognition - 7th Chinese Conference, CCPR 2016, Chengdu, China, November 5-7, 2016, Proceedings, Part II 2016 (0) 2016
    Conference paper
    Jouni Pohjalainen, Fabien Ringeval, Zixing Zhang 0001, Björn W. Schuller.
    Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition.
    Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016 2016 (0) 2016
    Conference paper
    Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Roddy Cowie, Maja Pantic.
    Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge.
    Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016 2016 (0) 2016
    Conference paper
    Maja Pantic, Vanessa Evers, Marc Peter Deisenroth, Luis Merino, Björn W. Schuller.
    Social and Affective Robotics Tutorial.
    Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016 2016 (0) 2016
    Conference paper
    Yue Zhang 0014, Felix Weninger, Anton Batliner, Florian Hönig, Björn W. Schuller.
    Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language.
    Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016 2016 (0) 2016
    Conference paper
    Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang 0001, Li Zhao, Björn W. Schuller.
    Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech.
    Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016 2016 (0) 2016
    Conference paper
    Michel F. Valstar, Tobias Baur, Angelo Cafaro, Alexandru Ghitulescu, Blaise Potard, Johannes Wagner 0001, Elisabeth André, Laurent Durieu, Matthew P. Aylett, Soumia Dermouche, Catherine Pelachaud, Eduardo Coutinho, Björn W. Schuller, Yue Zhang 0014, Dirk Heylen, Mariët Theune, Jelte van Waterschoot.
    Ask Alice: an artificial retrieval of information agent.
    Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016 2016 (0) 2016
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