Sentiment analysis using image-based deep spectrum features. - Shahin Amiriparian; Nicholas Cummins; Sandra Ottl; Maurice Gerczuk; Björn W. Schuller (ACII Workshops, 2017)

Snore Sound Classification Using Image-Based Deep Spectrum Features. - Shahin Amiriparian; Maurice Gerczuk; Sandra Ottl; Nicholas Cummins; Michael Freitag 003; Sergey Pugachevskiy; Alice Baird; Björn W. Schuller (INTERSPEECH, 2017)

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 003; Maurice Gerczuk; Björn W. Schuller (INTERSPEECH, 2017)

An 'End-to-Evolution' Hybrid Approach for Snore Sound Classification. - Michael Freitag 003; Shahin Amiriparian; Nicholas Cummins; Maurice Gerczuk; Björn W. Schuller (INTERSPEECH, 2017)

A Fusion of Deep Convolutional Generative Adversarial Networks and Sequence to Sequence Autoencoders for Acoustic Scene Classification. - Shahin Arniriparian; Michael Freitag 003; Nicholas Cummins; Maurice Gerczuk; Sergey Pugachevskiy; Björn W. Schuller (EUSIPCO, 2018)

Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. - Nicholas Cummins; Shahin Amiriparian; Sandra Ottl; Maurice Gerczuk; Maximilian Schmitt; Björn W. Schuller (ICASSP, 2018)

Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. - Shahin Amiriparian; Maurice Gerczuk; Sandra Ottl; Nicholas Cummins; Sergey Pugachevskiy; Björn W. Schuller (IJCNN, 2018)

Audio-based Recognition of Bipolar Disorder Utilising Capsule Networks. - Shahin Amiriparian; Arsany Awad; Maurice Gerczuk; Lukas Stappen; Alice Baird; Sandra Ottl; Björn W. Schuller (IJCNN, 2019)

Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks. - Shahin Amiriparian; Maurice Gerczuk; Eduardo Coutinho; Alice Baird; Sandra Ottl; Manuel Milling; Björn W. Schuller (MediaEval, 2019)

Synchronization in Interpersonal Speech. - Shahin Amiriparian; Jing Han 010; Maximilian Schmitt; Alice Baird; Adria Mallol-Ragolta; Manuel Milling; Maurice Gerczuk; Björn W. Schuller (Frontiers Robotics AI, 2019)

Group-level Speech Emotion Recognition Utilising Deep Spectrum Features. - Sandra Ottl; Shahin Amiriparian; Maurice Gerczuk; Vincent Karas; Björn W. Schuller (ICMI, 2020)

Emotion and Themes Recognition in Music with Convolutional and Recurrent Attention-Blocks. - Maurice Gerczuk; Shahin Amiriparian; Sandra Ottl; Srividya Tirunellai Rajamani; Björn W. Schuller (MediaEval, 2020)

Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech. - Shahin Amiriparian; Pawel Winokurow; Vincent Karas; Sandra Ottl; Maurice Gerczuk; Björn W. Schuller (MuSe @ ACM Multimedia, 2020)

A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech. - Shahin Amiriparian; Pawel Winokurow; Vincent Karas; Sandra Ottl; Maurice Gerczuk; Björn W. Schuller (CoRR, 2020)

Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks. - Shahin Amiriparian; Maurice Gerczuk; Sandra Ottl; Lukas Stappen; Alice Baird; Lukas Koebe; Björn W. Schuller (EURASIP J. Audio Speech Music. Process., 2020)

"Are You Playing a Shooter Again?!" Deep Representation Learning for Audio-Based Video Game Genre Recognition. - Shahin Amiriparian; Nicholas Cummins; Maurice Gerczuk; Sergey Pugachevskiy; Sandra Ottl; Björn W. Schuller (IEEE Trans. Games, 2020)

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. - Björn W. Schuller; Anton Batliner; Christian Bergler; Cecilia Mascolo; Jing Han 010; Iulia Lefter; Heysem Kaya; Shahin Amiriparian; Alice Baird; Lukas Stappen; Sandra Ottl; Maurice Gerczuk; et al. (Interspeech, 2021)

On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era. - 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 (CoRR, 2021)

DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data. - Shahin Amiriparian; Tobias Hübner; Maurice Gerczuk; Sandra Ottl; Björn W. Schuller (CoRR, 2021)

A Machine Learning Framework for Automatic Prediction of Human Semen Motility. - Sandra Ottl; Shahin Amiriparian; Maurice Gerczuk; Björn W. Schuller (CoRR, 2021)

Fatigue Prediction in Outdoor Running Conditions using Audio Data. - Andreas Triantafyllopoulos; Sandra Ottl; Alexander Gebhard 001; Esther Rituerto-González; Mirko Jaumann; Steffen Hüttner; Valerie Dieter; Patrick Schneeweiß; Inga Krauß; Maurice Gerczuk; Shahin Amiriparian; Björn W. Schuller (EMBC, 2022)

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; Björn W. Schuller (INTERSPEECH, 2022)

Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition. - Alexander Gebhard 001; Andreas Triantafyllopoulos; Shahin Amiriparian; Sandra Ottl; Valerie Dieter; Maurice Gerczuk; Mirko Jaumann; David Hildner; Patrick Schneeweiß; Inka Rösel; Inga Krauß; Björn W. Schuller (MMSports@MM, 2022)

The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. - 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; et al. (ACM Multimedia, 2022)

Personalised depression forecasting using mobile sensor data and ecological momentary assessment. - Alexander Kathan; Mathias Harrer; Ludwig Küster; Andreas Triantafyllopoulos; Xiangheng He; Manuel Milling; Maurice Gerczuk; Tianhao Yan; Srividya Tirunellai Rajamani; Elena Heber; Inga Grossmann; David D. Ebert; et al. (Frontiers Digit. Health, 2022)

DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data. - Shahin Amiriparian; Tobias Hübner; Vincent Karas; Maurice Gerczuk; Sandra Ottl; Björn W. Schuller (Frontiers Artif. Intell., 2022)

Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method. - Shahin Amiriparian; Alexander Meiners; Daniel Lukas Rothenpieler; Alexander Kathan; Maurice Gerczuk; Björn W. Schuller (EMBC, 2023)

Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. - Maurice Gerczuk; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (EMBC, 2023)

Speech-Based Classification of Defensive Communication: A Novel Dataset and Results. - Shahin Amiriparian; Lukas Christ; Regina Kushtanova; Maurice Gerczuk; Alexandra Teynor; Björn W. Schuller (INTERSPEECH, 2023)

Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running. - Andreas Triantafyllopoulos; Alexander Gebhard 001; Alexander Kathan; Maurice Gerczuk; Shahin Amiriparian; Björn W. Schuller (INTERSPEECH, 2023)

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. - Björn W. Schuller; Anton Batliner; Shahin Amiriparian; Alexander Barnhill; Maurice Gerczuk; Andreas Triantafyllopoulos; Alice E. Baird; Panagiotis Tzirakis; Chris Gagne 001; Alan S. Cowen; Nikola Lackovic; Marie-José Caraty; et al. (ACM Multimedia, 2023)

Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning. - Alexander Kathan; Shahin Amiriparian; Alexander Gebhard 001; Andreas Triantafyllopoulos; Maurice Gerczuk; Björn W. Schuller (MMSports@MM, 2023)

Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence. - Björn W. Schuller; Shahin Amiriparian; Anton Batliner; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Alexander Kathan; Lennart Seizer; Johanna Löchner (Frontiers Comput. Sci., 2023)

EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition. - Maurice Gerczuk; Shahin Amiriparian; Sandra Ottl; Björn W. Schuller (IEEE Trans. Affect. Comput., 2023)

A summary of the ComParE COVID-19 challenges. - Harry Coppock; Alican Akman; Christian Bergler; Maurice Gerczuk; Chloë Brown; Jagmohan Chauhan; Andreas Grammenos; Apinan Hasthanasombat; Dimitris Spathis; Tong Xia; Pietro Cicuta; Jing Han 010; et al. (Frontiers Digit. Health, 2023)

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. - Andreas Triantafyllopoulos; Alexander Kathan; Alice Baird; Lukas Christ; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Tobias Hübner; Xin Jing 001; Shuo Liu 012; Adria Mallol-Ragolta; Manuel Milling; et al. (Frontiers Digit. Health, 2023)

Classification of stuttering - The ComParE challenge and beyond. - Sebastian P. Bayerl; Maurice Gerczuk; Anton Batliner; Christian Bergler; Shahin Amiriparian; Björn W. Schuller; Elmar Nöth; Korbinian Riedhammer (Comput. Speech Lang., 2023)

Zero-shot personalization of speech foundation models for depressed mood monitoring. - Maurice Gerczuk; Andreas Triantafyllopoulos; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (Patterns, 2023)

ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets. - Shahin Amiriparian; Filip Packan; Maurice Gerczuk; Björn W. Schuller (INTERSPEECH, 2024)

Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment. - Maurice Gerczuk; Shahin Amiriparian; Justina Lutz; Wolfgang Strube; Irina Papazova; Alkomiet Hasan; Björn W. Schuller (INTERSPEECH, 2024)

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; Björn W. Schuller (INTERSPEECH, 2024)

The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. - Shahin Amiriparian; Lukas Christ; Alexander Kathan; Maurice Gerczuk; Niklas Müller; Steffen Klug; Lukas Stappen; Andreas König 007; Erik Cambria; Björn W. Schuller; Simone Eulitz (MuSe@ACM Multimedia, 2024)

Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine. - Shahin Amiriparian; Maurice Gerczuk; Justina Lutz; Wolfgang Strube; Irina Papazova; Alkomiet Hasan; Alexander Kathan; Björn W. Schuller (CoRR, 2024)