Maximilian Schmitt

According to our database, Maximilian Schmitt authored at least 56 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.

Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

2022

Bag-of-words representations for computer audition.

Maximilian Schmitt

PhD thesis, 2022

Face mask recognition from audio: The MASC database and an overview on the mask challenge.

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

Pattern Recognit., 2022

Probing speech emotion recognition transformers for linguistic knowledge.

Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller

Proceedings of the Interspeech 2022, 2022

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, Björn W. Schuller, Bert Arnrich

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review.

Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, Björn W. Schuller

IEEE J. Biomed. Health Informatics, 2021

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.

Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19.

Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Internet Things J., 2021

Automatic Recognition of Texture in Renaissance Music.

Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn W. Schuller, Markus Schedl

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

DEMoS: an Italian emotional speech corpus.

Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Maximilian Schmitt, Björn W. Schuller

Lang. Resour. Evaluation, 2020

I see it in your eyes: Training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time.

Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Björn W. Schuller

Inf. Process. Manag., 2020

The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks.

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

Proceedings of the Interspeech 2020, 2020

2019

Humans Inside: Cooperative Big Multimedia Data Mining.

Shahin Amiriparian, Maximilian Schmitt, Simone Hantke, Vedhas Pandit, Björn W. Schuller

Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019

Synchronization in Interpersonal Speech.

Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller

Frontiers Robotics AI, 2019

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.

Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic

CoRR, 2019

Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results.

Alice Baird, Shahin Amiriparian, Miriam Berschneider, Maximilian Schmitt, Björn W. Schuller

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.

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

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach.

Kun Qian, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity.

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

Proceedings of the Interspeech 2019, 2019

Continuous Emotion Recognition in Speech - Do We Need Recurrence?

Maximilian Schmitt, Nicholas Cummins, Björn W. Schuller

Proceedings of the Interspeech 2019, 2019

Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition.

Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Björn W. Schuller

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

End-to-end Audio Classification with Small Datasets - Making It Work.

Maximilian Schmitt, Björn W. Schuller

Proceedings of the 27th European Signal Processing Conference, 2019

Automated Classification of Airborne Pollen using Neural Networks.

Julian Schiele, Fabian Rabe, Maximilian Schmitt, Manuel Glaser, Franziska Häring, Jens O. Brunner, Bernhard Bauer, Björn W. Schuller, Claudia Traidl-Hoffmann, Athanasios Damialis

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Snoring - An Acoustic Definition.

Christoph Janott, Christian Rohrmeier, Maximilian Schmitt, Werner Hemmert, Björn W. Schuller

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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, Björn W. Schuller

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis.

Paul Buitelaar, Ian D. Wood, Sapna Negi, Mihael Arcan, John P. McCrae, Andrejs Abele, Cécile Robin, Vladimir Andryushechkin, Housam Ziad, Hesam Sagha, Maximilian Schmitt, Björn W. Schuller, J. Fernando Sánchez-Rada, Carlos Angel Iglesias, Carlos Navarro, Andreas Giefer, Nicolaus Heise, Vincenzo Masucci, Francesco A. Danza, Ciro Caterino, Pavel Smrz, Michal Hradis, Filip Povolný, Marek Klimes, Pavel Matejka, Giovanni Tummarello

IEEE Trans. Multim., 2018

Weakly Supervised One-Shot Detection with Attention Siamese Networks.

Gil Keren, Maximilian Schmitt, Thomas Kehrenberg, Björn W. Schuller

CoRR, 2018

Snoring classified: The Munich-Passau Snore Sound Corpus.

Christoph Janott, Maximilian Schmitt, Yue Zhang, Kun Qian, Vedhas Pandit, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller

Comput. Biol. Medicine, 2018

How Good Is Your Model 'Really'? On 'Wildness' of the In-the-Wild Speech-Based Affect Recognisers.

Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Franz Graf, Lucas Paletta, Björn W. Schuller

Proceedings of the Speech and Computer - 20th International Conference, 2018

You Sound Like Your Counterpart: Interpersonal Speech Analysis.

Jing Han, Maximilian Schmitt, Björn W. Schuller

Proceedings of the Speech and Computer - 20th International Conference, 2018

AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.

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

Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events.

Martin Schiersch, Veselina Mironova, Maximilian Schmitt, Philippe Thomas, Aleksandra Gabryszak, Leonhard Hennig

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Musical-Linguistic Annotations of Il Lauro Secco.

Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn W. Schuller

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions.

Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Simone Hantke, Giovanni Costantini, Klaus R. Scherer, Björn W. Schuller

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats.

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

Proceedings of the Interspeech 2018, 2018

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech.

Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn W. Schuller

Proceedings of the Interspeech 2018, 2018

EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge.

Simone Hantke, Maximilian Schmitt, Panagiotis Tzirakis, Björn W. Schuller

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Introducing an Emotion-Driven Assistance System for Cognitively Impaired Individuals.

Simone Hantke, Christian Cohrs, Maximilian Schmitt, Benjamin Tannert, Florian Lütkebohmert, Mathias Detmers, Heidi Schelhowe, Björn W. Schuller

Proceedings of the Computers Helping People with Special Needs, 2018

Multimodal Bag-of-Words for Cross Domains Sentiment Analysis.

Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Björn W. Schuller

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification.

Shahin Amiriparian, Maximilian Schmitt, Nicholas Cummins, Kun Qian, Fengquan Dong, Björn W. Schuller

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit.

Maximilian Schmitt, Björn W. Schuller

J. Mach. Learn. Res., 2017

AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge.

Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Stefan Scherer, Sharon Mozgai, Nicholas Cummins, Maximilian Schmitt, Maja Pantic

Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty.

Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn W. Schuller

Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits.

Yue Zhang, Felix Weninger, Boqing Liu, Maximilian Schmitt, Florian Eyben, Björn W. Schuller

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Industrial Evaluation of Search-Based Test Generation Techniques for Control Systems.

Florian Hauer, Alexander Pretschner, Maximilian Schmitt, Markus Groetsch

Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017

The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring.

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, Yue Zhang, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou

Proceedings of the Interspeech 2017, 2017

Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective.

Raymond Brueckner, Maximilian Schmitt, Maja Pantic, Björn W. Schuller

Proceedings of the Interspeech 2017, 2017

Seeking the SuperStar: Automatic assessment of perceived singing quality.

Johanna Bohm, Florian Eyben, Maximilian Schmitt, Harald Kosch, Björn W. Schuller

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A machine learning based system for the automatic evaluation of aphasia speech.

Christian Kohlschein, Maximilian Schmitt, Björn W. Schuller, Sabina Jeschke, Cornelius J. Werner

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Recognising Guitar Effects - Which Acoustic Features Really Matter?

Maximilian Schmitt, Björn W. Schuller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Automatic Guitar String Detection by String-Inverse Frequency Estimation.

Tobias Geib, Maximilian Schmitt, Björn W. Schuller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection.

Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations.

Jun Deng, Nicholas Cummins, Maximilian Schmitt, Kun Qian, Fabien Ringeval, Björn W. Schuller

Proceedings of the 2017 International Conference on Digital Health, 2017

2016

At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech.

Maximilian Schmitt, Fabien Ringeval, Björn W. Schuller

Proceedings of the Interspeech 2016, 2016

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices.

Maximilian Schmitt, Erik Marchi, Fabien Ringeval, Björn W. Schuller

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation.

Maximilian Schmitt, Christoph Janott, Vedhas Pandit, Kun Qian, Clemens Heiser, Werner Hemmert, Björn W. Schuller

Proceedings of the 12th ITG Symposium on Speech Communication, 2016