Shahin Amiriparian

119 papers A* 5A 22B 6C 2Misc 1Journal 51Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EmoSURA: Towards Accurate Evaluation of Detailed and Long-Context Emotional Speech Captions. CoRR Xin Jing, Andreas Triantafyllopoulos, Jiadong Wang, Shahin Amiriparian, Jun Luo, Björn W. Schuller
2026	J	`jnl`	SmoothCLAP: Soft-Target Enhanced Contrastive Language\-Audio Pretraining for Affective Computing. CoRR Xin Jing, Jiadong Wang, Andreas Triantafyllopoulos, Maurice Gerczuk, Shahin Amiriparian, Jun Luo, Björn W. Schuller
2026	—	`conf`	Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling. EACL (Findings) Lukas Christ, Shahin Amiriparian
2025	J	`jnl`	Automatically Predicting Social Perception From Faces Across 35 Dimensions. IEEE Access Lukas Christ, Shahin Amiriparian, Björn W. Schuller, Simone Müller
2025	J	`jnl`	Non-Verbal Vocalisations and their Challenges: Emotion, Privacy, Sparseness, and Real Life. CoRR Anton Batliner, Shahin Amiriparian, Björn W. Schuller
2025	J	`jnl`	Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results. IEEE Trans. Affect. Comput. Lukas Christ, Shahin Amiriparian, Alexander Kathan, Niklas Müller, Andreas König, Björn W. Schuller
2024	J	`jnl`	Affective Computing Has Changed: The Foundation Model Disruption. CoRR Björn W. Schuller, Adria Mallol-Ragolta, Alejandro Peña Almansa, Iosif Tsangko, Mostafa M. Amin, Anastasia Semertzidou, Lukas Christ, Shahin Amiriparian
2024	J	`jnl`	COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2024	J	`jnl`	Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine. CoRR Shahin Amiriparian, Maurice Gerczuk, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Alexander Kathan, Björn W. Schuller
2024	A	`conf`	ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets. INTERSPEECH Shahin Amiriparian, Filip Packan, Maurice Gerczuk, Björn W. Schuller
2024	J	`jnl`	ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets. CoRR Shahin Amiriparian, Filip Packan, Maurice Gerczuk, Björn W. Schuller
2024	A	`conf`	Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment. INTERSPEECH Maurice Gerczuk, Shahin Amiriparian, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Björn W. Schuller
2024	J	`jnl`	Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment. CoRR Maurice Gerczuk, Shahin Amiriparian, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Björn W. Schuller
2024	—	`conf`	Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. ACL (Findings) Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. CoRR Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2024	—	`conf`	MuSe '24: The 5th Multimodal Sentiment Analysis Challenge and Workshop: Social Perception & Humor. MuSe@ACM Multimedia Lukas Christ, Shahin Amiriparian, Andreas König, Simone Eulitz, Erik Cambria, Björn W. Schuller
2024	—	`conf`	Personalised Speech-Based PTSD Prediction Using Weighted-Instance Learning. EMBC Alexander Kathan, Shahin Amiriparian, Andreas Triantafyllopoulos, Alexander Gebhard, Sabrina Milkus, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Richard Musil, Björn W. Schuller
2024	—	`ed.`	Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, MuSe2024, Melbourne, VIC, Australia, 28 October 2024- 1 November 2024 MuSe@ACM Multimedia Shahin Amiriparian, Lukas Christ, Simone Eulitz, Andreas König, Erik Cambria, Björn W. Schuller
2024	A	`conf`	Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation. INTERSPEECH Alexander Kathan, Martin Bürger, Andreas Triantafyllopoulos, Sabrina Milkus, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Richard Musil, Björn W. Schuller, Shahin Amiriparian
2024	A	`conf`	Sustained Vowels for Pre- vs Post-Treatment COPD Classification. INTERSPEECH Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2024	J	`jnl`	Sustained Vowels for Pre- vs Post-Treatment COPD Classification. CoRR Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2024	—	`conf`	The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. MuSe@ACM Multimedia Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz
2024	J	`jnl`	The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. CoRR Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz
2024	A	`conf`	This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach. INTERSPEECH Lukas Christ, Shahin Amiriparian, Friederike Hawighorst, Ann-Kathrin Schill, Angelo Boutalikakis, Lorenz Graf-Vlachy, Andreas König, Björn W. Schuller
2024	J	`jnl`	This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach. CoRR Lukas Christ, Shahin Amiriparian, Friederike Hawighorst, Ann-Kathrin Schill, Angelo Boutalikakis, Lorenz Graf-Vlachy, Andreas König, Björn W. Schuller
2023	J	`jnl`	A summary of the ComParE COVID-19 challenges. Frontiers Digit. Health Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller
2023	A	`conf`	Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running. INTERSPEECH Andreas Triantafyllopoulos, Alexander Gebhard, Alexander Kathan, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
2023	J	`jnl`	Classification of stuttering - The ComParE challenge and beyond. Comput. Speech Lang. Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer
2023	J	`jnl`	Computational Charisma - A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence. CoRR Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
2023	J	`jnl`	Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence. Frontiers Comput. Sci. Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
2023	J	`jnl`	EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition. IEEE Trans. Affect. Comput. Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller
2023	J	`jnl`	Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion. IEEE Trans. Affect. Comput. Shahin Amiriparian, Björn W. Schuller, Nabiha Asghar, Heiga Zen, Felix Burkhardt
2023	J	`jnl`	HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023	J	`jnl`	HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023	J	`jnl`	Improving question answering performance using knowledge distillation and active learning. Eng. Appl. Artif. Intell. Yasaman Boreshban, Seyed Morteza Mirbostani, Gholamreza Ghassem-Sani, Seyed Abolghasem Mirroshandel, Shahin Amiriparian
2023	B	`conf`	METEOR Guided Divergence for Video Captioning. IJCNN Daniel Lukas Rothenpieler, Shahin Amiriparian
2023	A*	`conf`	MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects. ACM Multimedia Shahin Amiriparian, Lukas Christ, Andreas König, Alan Cowen, Eva-Maria Meßner, Erik Cambria, Björn W. Schuller
2023	—	`conf`	Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. EMBC Maurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2023	—	`conf`	Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning. MMSports@MM Alexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn W. Schuller
2023	—	`ed.`	Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation, MuSe 2023, Ottawa, ON, Canada, 2 November 2023 MuSe@ACM Multimedia Shahin Amiriparian, Lukas Christ, Andreas König, Alan Cowen, Eva-Maria Meßner, Erik Cambria, Björn W. Schuller
2023	A	`conf`	Speech-Based Classification of Defensive Communication: A Novel Dataset and Results. INTERSPEECH Shahin Amiriparian, Lukas Christ, Regina Kushtanova, Maurice Gerczuk, Alexandra Teynor, Björn W. Schuller
2023	A*	`conf`	The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. ACM Multimedia Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice E. Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
2023	J	`jnl`	The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. CoRR Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
2023	—	`conf`	The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. MuSe@ACM Multimedia Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2023	J	`jnl`	The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. CoRR Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2023	A	`conf`	The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances. INTERSPEECH Alexander Kathan, Andreas Triantafyllopoulos, Shahin Amiriparian, Sabrina Milkus, Alexander Gebhard, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Björn W. Schuller, Richard Musil
2023	—	`conf`	Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method. EMBC Shahin Amiriparian, Alexander Meiners, Daniel Lukas Rothenpieler, Alexander Kathan, Maurice Gerczuk, Björn W. Schuller
2023	J	`jnl`	Zero-shot personalization of speech foundation models for depressed mood monitoring. Patterns Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2022	—	`conf`	A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness. MuSe @ ACM Multimedia Alexander Kathan, Shahin Amiriparian, Lukas Christ, Andreas Triantafyllopoulos, Niklas Müller, Andreas König, Björn W. Schuller
2022	J	`jnl`	A Summary of the ComParE COVID-19 Challenges. CoRR Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller
2022	J	`jnl`	Automatic Emotion Modelling in Written Stories. CoRR Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2022	J	`jnl`	COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. CoRR Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2022	J	`jnl`	DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data. Frontiers Artif. Intell. Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller
2022	A	`conf`	Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. INTERSPEECH Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2022	J	`jnl`	Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. CoRR Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2022	J	`jnl`	Face mask recognition from audio: The MASC database and an overview on the mask challenge. Pattern Recognit. Mostafa M. Mohamed, Mina A. Nessiem, Anton Batliner, Christian Bergler, Simone Hantke, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Vincent Karas, Shahin Amiriparian, Björn W. Schuller
2022	—	`conf`	Fatigue Prediction in Outdoor Running Conditions using Audio Data. EMBC Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
2022	J	`jnl`	Fatigue Prediction in Outdoor Running Conditions using Audio Data. CoRR Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
2022	—	`conf`	Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition. MMSports@MM Alexander Gebhard, Andreas Triantafyllopoulos, Shahin Amiriparian, Sandra Ottl, Valerie Dieter, Maurice Gerczuk, Mirko Jaumann, David Hildner, Patrick Schneeweiß, Inka Rösel, Inga Krauß, Björn W. Schuller
2022	J	`jnl`	METEOR Guided Divergence for Video Captioning. CoRR Daniel Lukas Rothenpieler, Shahin Amiriparian
2022	A*	`conf`	MuSe 2022 Challenge: Multimodal Humour, Emotional Reactions, and Stress. ACM Multimedia Shahin Amiriparian, Lukas Christ, Andreas König, Eva-Maria Meßner, Alan Cowen, Erik Cambria, Björn W. Schuller
2022	—	`ed.`	MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, Lisboa, Portugal, 10 October 2022 MuSe @ ACM Multimedia Shahin Amiriparian, Lukas Christ, Andreas König, Alan Cowen, Eva-Maria Meßner, Erik Cambria, Björn W. Schuller
2022	J	`jnl`	Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results. CoRR Lukas Christ, Shahin Amiriparian, Alexander Kathan, Niklas Müller, Andreas König, Björn W. Schuller
2022	A*	`conf`	The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. ACM Multimedia Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2022	J	`jnl`	The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2022	—	`conf`	The Dos and Don'ts of Affect Analysis. MuSe @ ACM Multimedia Shahin Amiriparian
2022	—	`conf`	The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress. MuSe @ ACM Multimedia Lukas Christ, Shahin Amiriparian, Alice Baird, Panagiotis Tzirakis, Alexander Kathan, Niklas Müller, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2022	J	`jnl`	The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress. CoRR Lukas Christ, Shahin Amiriparian, Alice Baird, Panagiotis Tzirakis, Alexander Kathan, Niklas Müller, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2021	J	`jnl`	A Machine Learning Framework for Automatic Prediction of Human Semen Motility. CoRR Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Björn W. Schuller
2021	—	`conf`	AI Hears Your Health: Computer Audition for Health Monitoring. IHAW Shahin Amiriparian, Björn W. Schuller
2021	J	`jnl`	DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data. CoRR Shahin Amiriparian, Tobias Hübner, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller
2021	J	`jnl`	EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition. CoRR Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller
2021	—	`conf`	Emotion Recognition in Public Speaking Scenarios Utilising An LSTM-RNN Approach with Attention. SLT Alice Baird, Shahin Amiriparian, Manuel Milling, Björn W. Schuller
2021	J	`jnl`	Improving Question Answering Performance Using Knowledge Distillation and Active Learning. CoRR Yasaman Boreshban, Seyed Morteza Mirbostani, Gholamreza Ghassem-Sani, Seyed Abolghasem Mirroshandel, Shahin Amiriparian
2021	J	`jnl`	On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era. CoRR Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Björn W. Schuller
2021	A	`conf`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. Interspeech Björn 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, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2021	J	`jnl`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. CoRR Björn 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, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2020	J	`jnl`	"Are You Playing a Shooter Again?!" Deep Representation Learning for Audio-Based Video Game Genre Recognition. IEEE Trans. Games Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Sandra Ottl, Björn W. Schuller
2020	J	`jnl`	A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech. CoRR Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller
2020	A	`conf`	Deep Attentive End-to-End Continuous Breath Sensing from Speech. INTERSPEECH Alexis Deighton MacIntyre, Georgios Rizos, Anton Batliner, Alice Baird, Shahin Amiriparian, Antonia F. de C. Hamilton, Björn W. Schuller
2020	—	`conf`	Emotion and Themes Recognition in Music with Convolutional and Recurrent Attention-Blocks. MediaEval Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Srividya Tirunellai Rajamani, Björn W. Schuller
2020	B	`conf`	Group-level Speech Emotion Recognition Utilising Deep Spectrum Features. ICMI Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas, Björn W. Schuller
2020	A	`conf`	The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks. INTERSPEECH Björn 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	J	`jnl`	The voice of COVID-19: Acoustic correlates of infection. CoRR Katrin D. Bartl-Pokorny, Florian B. Pokorny, Anton Batliner, Shahin Amiriparian, Anastasia Semertzidou, Florian Eyben, Elena Kramer, Florian Schmidt, Rainer Schönweiler, Markus Wehler, Björn W. Schuller
2020	A	`conf`	Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech. INTERSPEECH Catarina Botelho, Lorenz Diener, Dennis Küster, Kevin Scheck, Shahin Amiriparian, Björn W. Schuller, Tanja Schultz, Alberto Abad, Isabel Trancoso
2020	A	`conf`	Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals. INTERSPEECH Lorenz Diener, Shahin Amiriparian, Catarina Botelho, Kevin Scheck, Dennis Küster, Isabel Trancoso, Björn W. Schuller, Tanja Schultz
2020	J	`jnl`	Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks. EURASIP J. Audio Speech Music. Process. Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Lukas Stappen, Alice Baird, Lukas Koebe, Björn W. Schuller
2020	—	`conf`	Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech. MuSe @ ACM Multimedia Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller
2019	—	`conf`	AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
2019	J	`jnl`	AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
2019	B	`conf`	Audio-based Recognition of Bipolar Disorder Utilising Capsule Networks. IJCNN Shahin Amiriparian, Arsany Awad, Maurice Gerczuk, Lukas Stappen, Alice Baird, Sandra Ottl, Björn W. Schuller
2019	C	`conf`	Can Deep Generative Audio be Emotional? Towards an Approach for Personalised Emotional Audio Generation. MMSP Alice Baird, Shahin Amiriparian, Björn W. Schuller
2019	—	`—`	Deep Representation Learning Techniques for Audio Signal Processing. Shahin Amiriparian
2019	—	`conf`	Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks. MediaEval Shahin Amiriparian, Maurice Gerczuk, Eduardo Coutinho, Alice Baird, Sandra Ottl, Manuel Milling, Björn W. Schuller
2019	—	`ch.`	Humans Inside: Cooperative Big Multimedia Data Mining. Innovations in Big Data Mining and Embedded Knowledge Shahin Amiriparian, Maximilian Schmitt, Simone Hantke, Vedhas Pandit, Björn W. Schuller
2019	C	`conf`	Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results. MMSP Alice Baird, Shahin Amiriparian, Miriam Berschneider, Maximilian Schmitt, Björn W. Schuller
2019	J	`jnl`	Synchronization in Interpersonal Speech. Frontiers Robotics AI Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller
2019	A	`conf`	The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. INTERSPEECH Björn W. Schuller, Anton Batliner, Christian Bergler, Florian B. Pokorny, Jarek Krajewski, Margaret Cychosz, Ralf Vollmann, Sonja-Dana Roelen, Sebastian Schnieder, Elika Bergelson, Alejandrina Cristià, Amanda Seidl, Anne S. Warlaumont, Lisa Yankowitz, Elmar Nöth, Shahin Amiriparian, Simone Hantke, Maximilian Schmitt
2019	A	`conf`	Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test. INTERSPEECH Alice Baird, Shahin Amiriparian, Nicholas Cummins, Sarah Sturmbauer, Johanna Janson, Eva-Maria Meßner, Harald Baumeister, Nicolas Rohleder, Björn W. Schuller
2018	—	`conf`	AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Heysem Kaya, Maximilian Schmitt, Shahin Amiriparian, Nicholas Cummins, Denis Lalanne, Adrien Michaud, Elvan Çiftçi, Hüseyin Güleç, Albert Ali Salah, Maja Pantic
2018	B	`conf`	Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. IJCNN Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller
2018	—	`conf`	Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification. EMBC Shahin Amiriparian, Maximilian Schmitt, Nicholas Cummins, Kun Qian, Fengquan Dong, Björn W. Schuller
2018	—	`conf`	Low Level Texture Features for Snore Sound Discrimination. EMBC Fatih Demir, Abdulkadir Sengür, Nicholas Cummins, Shahin Amiriparian, Björn W. Schuller
2018	Misc	`conf`	Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. ICASSP Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Björn W. Schuller
2018	A	`conf`	Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks. INTERSPEECH Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Suncica Petrovic, Eloise Ainger, Nicholas Cummins, Björn W. Schuller
2018	A	`conf`	The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. INTERSPEECH Björn 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
2017	—	`conf`	"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection. EMBC Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller
2017	A	`conf`	An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification. INTERSPEECH Michael Freitag, Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Björn W. Schuller
2017	A*	`conf`	An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech. ACM Multimedia Nicholas Cummins, Shahin Amiriparian, Gerhard Hagerer, Anton Batliner, Stefan Steidl, Björn W. Schuller
2017	A	`conf`	Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results. INTERSPEECH Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa M. Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Björn W. Schuller
2017	B	`conf`	CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. ACII Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Björn W. Schuller
2017	—	`conf`	Feature selection in multimodal continuous emotion prediction. ACII Workshops Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Björn W. Schuller
2017	—	`conf`	Sentiment analysis using image-based deep spectrum features. ACII Workshops Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller
2017	—	`conf`	Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio. DCASE Shahin Amiriparian, Michael Freitag, Nicholas Cummins, Björn W. Schuller
2017	A	`conf`	Snore Sound Classification Using Image-Based Deep Spectrum Features. INTERSPEECH Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Björn W. Schuller
2017	J	`jnl`	auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. CoRR Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller
2017	J	`jnl`	auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. J. Mach. Learn. Res. Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller
2016	A	`conf`	Is Deception Emotional? An Emotion-Driven Predictive Approach. INTERSPEECH Shahin Amiriparian, Jouni Pohjalainen, Erik Marchi, Sergey Pugachevskiy, Björn W. Schuller
2014	B	`conf`	Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion. ICMI Fabien Ringeval, Shahin Amiriparian, Florian Eyben, Klaus R. Scherer, Björn W. Schuller