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Maximilian Schmitt
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Books and Theses
- 2022
- [b1]Maximilian Schmitt:
Bag-of-words representations for computer audition. University of Augsburg, Germany, 2022
Journal Articles
- 2023
- [j11]Johannes Wagner, Andreas Triantafyllopoulos
, Hagen Wierstorf, Maximilian Schmitt
, Felix Burkhardt
, Florian Eyben, Björn W. Schuller
:
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10745-10759 (2023) - 2022
- [j10]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
:
Face mask recognition from audio: The MASC database and an overview on the mask challenge. Pattern Recognit. 122: 108361 (2022) - 2021
- [j9]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
:
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. 8(21): 16035-16046 (2021) - [j8]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:
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 1022-1040 (2021) - [j7]Kun Qian
, Christoph Janott
, Maximilian Schmitt
, Zixing Zhang
, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto
, Björn W. Schuller
:
Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. IEEE J. Biomed. Health Informatics 25(4): 1233-1246 (2021) - 2020
- [j6]Vedhas Pandit
, Maximilian Schmitt
, Nicholas Cummins
, Björn W. Schuller
:
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. Inf. Process. Manag. 57(6): 102347 (2020) - [j5]Emilia Parada-Cabaleiro
, Giovanni Costantini
, Anton Batliner, Maximilian Schmitt, Björn W. Schuller
:
DEMoS: an Italian emotional speech corpus. Lang. Resour. Evaluation 54(2): 341-383 (2020) - 2019
- [j4]Shahin Amiriparian
, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller
:
Synchronization in Interpersonal Speech. Frontiers Robotics AI 6: 116 (2019) - 2018
- [j3]Christoph Janott, Maximilian Schmitt, Yue Zhang, Kun Qian
, Vedhas Pandit
, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller
:
Snoring classified: The Munich-Passau Snore Sound Corpus. Comput. Biol. Medicine 94: 106-118 (2018) - [j2]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:
MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE Trans. Multim. 20(9): 2454-2465 (2018) - 2017
- [j1]Maximilian Schmitt, Björn W. Schuller:
openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit. J. Mach. Learn. Res. 18: 96:1-96:5 (2017)
Conference and Workshop Papers
- 2024
- [c42]Tobias Tiess, Michael Lorenz, Jong-Won Lee, Maximilian Schmitt, Jimmy E. Beavers, Evan P. Green, Nicolaj L. Andersen, Andreas C. Samson, Frederik N. Andersen, Sarah Cwalina, Kai Habel, Qiulin Ma, Martin Böttcher, Kay Schuster:
Record length of 2000 km weakly-coupled 7-core MCF produced from a single large-scale MCF preform. OFC 2024: 1-3 - 2022
- [c41]Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich:
Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. ICMLA 2022: 337-344 - [c40]Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
Probing speech emotion recognition transformers for linguistic knowledge. INTERSPEECH 2022: 146-150 - 2021
- [c39]Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn W. Schuller, Markus Schedl:
Automatic Recognition of Texture in Renaissance Music. ISMIR 2021: 509-516 - 2020
- [c38]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:
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks. INTERSPEECH 2020: 2042-2046 - 2019
- [c37]Vedhas Pandit
, Maximilian Schmitt, Nicholas Cummins
, Björn W. Schuller
:
I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild. CBMS 2019: 465-470 - [c36]Christoph Janott, Christian Rohrmeier, Maximilian Schmitt, Werner Hemmert, Björn W. Schuller
:
Snoring - An Acoustic Definition. EMBC 2019: 3653-3657 - [c35]Julian Schiele, Fabian Rabe, Maximilian Schmitt, Manuel Glaser, Franziska Häring, Jens O. Brunner
, Bernhard Bauer, Björn W. Schuller
, Claudia Traidl-Hoffmann
, Athanasios Damialis
:
Automated Classification of Airborne Pollen using Neural Networks. EMBC 2019: 4474-4478 - [c34]Maximilian Schmitt, Björn W. Schuller
:
End-to-end Audio Classification with Small Datasets - Making It Work. EUSIPCO 2019: 1-5 - [c33]Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins
, Björn W. Schuller
:
Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition. FG 2019: 1-5 - [c32]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:
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. INTERSPEECH 2019: 2378-2382 - [c31]Maximilian Schmitt, Nicholas Cummins
, Björn W. Schuller
:
Continuous Emotion Recognition in Speech - Do We Need Recurrence? INTERSPEECH 2019: 2808-2812 - [c30]Kun Qian
, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller
, Yoshiharu Yamamoto
:
Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM 2019: 71-75 - [c29]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:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM 2019: 3-12 - [c28]Alice Baird, Shahin Amiriparian
, Miriam Berschneider, Maximilian Schmitt, Björn W. Schuller
:
Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results. MMSP 2019: 1-5 - 2018
- [c27]Shahin Amiriparian
, Maximilian Schmitt, Nicholas Cummins
, Kun Qian
, Fengquan Dong, Björn W. Schuller
:
Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification. EMBC 2018: 4776-4779 - [c26]Nicholas Cummins, Shahin Amiriparian
, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Björn W. Schuller
:
Multimodal Bag-of-Words for Cross Domains Sentiment Analysis. ICASSP 2018: 4954-4958 - [c25]Simone Hantke, Christian Cohrs, Maximilian Schmitt, Benjamin Tannert, Florian Lütkebohmert, Mathias Detmers, Heidi Schelhowe, Björn W. Schuller
:
Introducing an Emotion-Driven Assistance System for Cognitively Impaired Individuals. ICCHP (1) 2018: 486-494 - [c24]Simone Hantke, Maximilian Schmitt, Panagiotis Tzirakis, Björn W. Schuller
:
EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge. ICMI 2018: 559-563 - [c23]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:
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. INTERSPEECH 2018: 122-126 - [c22]Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn W. Schuller
:
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. INTERSPEECH 2018: 3082-3086 - [c21]Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Simone Hantke, Giovanni Costantini, Klaus R. Scherer, Björn W. Schuller:
Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions. ISMIR 2018: 376-382 - [c20]Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn W. Schuller:
Musical-Linguistic Annotations of Il Lauro Secco. ISMIR 2018: 461-467 - [c19]Martin Schiersch, Veselina Mironova, Maximilian Schmitt, Philippe Thomas, Aleksandra Gabryszak, Leonhard Hennig:
A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events. LREC 2018 - [c18]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:
AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. AVEC@MM 2018: 3-13 - [c17]Jing Han, Maximilian Schmitt, Björn W. Schuller
:
You Sound Like Your Counterpart: Interpersonal Speech Analysis. SPECOM 2018: 188-197 - [c16]Vedhas Pandit
, Maximilian Schmitt, Nicholas Cummins
, Franz Graf, Lucas Paletta
, Björn W. Schuller
:
How Good Is Your Model 'Really'? On 'Wildness' of the In-the-Wild Speech-Based Affect Recognisers. SPECOM 2018: 490-500 - 2017
- [c15]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. DH 2017: 53-57 - [c14]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. EMBC 2017: 3806-3809 - [c13]Tobias Geib, Maximilian Schmitt, Björn W. Schuller
:
Automatic Guitar String Detection by String-Inverse Frequency Estimation. GI-Jahrestagung 2017: 127-138 - [c12]Maximilian Schmitt, Björn W. Schuller
:
Recognising Guitar Effects - Which Acoustic Features Really Matter? GI-Jahrestagung 2017: 177-190 - [c11]Christian Kohlschein, Maximilian Schmitt, Björn W. Schuller
, Sabina Jeschke, Cornelius J. Werner:
A machine learning based system for the automatic evaluation of aphasia speech. Healthcom 2017: 1-6 - [c10]Johanna Bohm, Florian Eyben, Maximilian Schmitt, Harald Kosch, Björn W. Schuller
:
Seeking the SuperStar: Automatic assessment of perceived singing quality. IJCNN 2017: 1560-1569 - [c9]Raymond Brueckner, Maximilian Schmitt, Maja Pantic, Björn W. Schuller
:
Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective. INTERSPEECH 2017: 2371-2375 - [c8]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:
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring. INTERSPEECH 2017: 3442-3446 - [c7]Florian Hauer, Alexander Pretschner, Maximilian Schmitt, Markus Groetsch:
Industrial Evaluation of Search-Based Test Generation Techniques for Control Systems. ISSRE Workshops 2017: 5-8 - [c6]Fabien Ringeval, Björn W. Schuller
, Michel F. Valstar, Jonathan Gratch, Roddy Cowie
, Stefan Scherer, Sharon Mozgai, Nicholas Cummins
, Maximilian Schmitt, Maja Pantic:
AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. AVEC@ACM Multimedia 2017: 3-9 - [c5]Yue Zhang, 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. ACM Multimedia 2017: 387-392 - [c4]Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn W. Schuller
:
From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty. ACM Multimedia 2017: 890-897 - 2016
- [c3]Maximilian Schmitt, Christoph Janott, Vedhas Pandit, Kun Qian, Clemens Heiser, Werner Hemmert, Björn W. Schuller:
A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation. ITG Symposium on Speech Communication 2016: 1-5 - [c2]Maximilian Schmitt, Erik Marchi, Fabien Ringeval, Björn W. Schuller:
Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices. ITG Symposium on Speech Communication 2016: 1-5 - [c1]Maximilian Schmitt, Fabien Ringeval, Björn W. Schuller
:
At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech. INTERSPEECH 2016: 495-499
Parts in Books or Collections
- 2019
- [p1]Shahin Amiriparian
, Maximilian Schmitt, Simone Hantke, Vedhas Pandit
, Björn W. Schuller
:
Humans Inside: Cooperative Big Multimedia Data Mining. Innovations in Big Data Mining and Embedded Knowledge 2019: 235-257
Informal and Other Publications
- 2022
- [i7]Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller:
Dawn of the transformer era in speech emotion recognition: closing the valence gap. CoRR abs/2203.07378 (2022) - [i6]Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge. CoRR abs/2204.00400 (2022) - 2020
- [i5]Martin Schiersch, Veselina Mironova, Maximilian Schmitt, Philippe Thomas, Aleksandra Gabryszak, Leonhard Hennig:
A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events. CoRR abs/2004.03283 (2020) - 2019
- [i4]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:
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. CoRR abs/1901.02839 (2019) - [i3]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:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR abs/1907.11510 (2019) - 2018
- [i2]Gil Keren, Maximilian Schmitt, Thomas Kehrenberg, Björn W. Schuller:
Weakly Supervised One-Shot Detection with Attention Siamese Networks. CoRR abs/1801.03329 (2018) - 2016
- [i1]Maximilian Schmitt, Björn W. Schuller:
openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit. CoRR abs/1605.06778 (2016)
Coauthor Index
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