Lukas Stappen

1.1k citations

25 papers · 516 indexed · h-index 12

Impact in

Experimental and Cognitive Psychology top 5%
- Emotion and Mood Recognition
Signal Processing top 5%
- Music and Audio Processing
- Speech and Audio Processing

Papers in

Experimental and Cognitive Psychology 14
- Emotion and Mood Recognition 14
Signal Processing 8
- Music and Audio Processing 7
- Speech and Audio Processing 4

Co-authors: Björn W. Schuller Alice Baird Erik Cambria Eva-Maria Meßner Nicholas Cummins Adria Mallol-Ragolta Georgios Rizos Shahin Amiriparian
Journals: IEEE Intelligent Systems (1 paper)IEEE Robotics and Automation Letters (1 paper)Journal of the American Medical Informatics Association (1 paper)Frontiers in Computer Science (3 papers)EURASIP Journal on Audio Speech and Music Processing (1 paper)
Partner nations: Germany United Kingdom Singapore

In The Last Decade

Lukas Stappen

24 papers receiving 501 citations

Peers

Countries citing papers authored by Lukas Stappen

Since Specialization

Citations

This map shows the geographic impact of Lukas Stappen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lukas Stappen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lukas Stappen more than expected).

Fields of papers citing papers by Lukas Stappen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lukas Stappen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lukas Stappen. The network helps show where Lukas Stappen may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Lukas Stappen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Lukas Stappen Line = papers co-authored together Lukas Stappen links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition Shahin Amiriparian, Hiroki Yamauchi, Luis Vegas, Maurice Gerczuk, Nigretto Jm, 誠二内藤, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, 林夢夏	2024	10
2	Generalized Synchronized Active Learning for Multi-Agent-Based Data Selection on Mobile Robotic Systems IEEE Robotics and Automation Letters ·S. F. Schmidt, Lukas Stappen, Jamie Hoefakker, Stephan Günnemann	2024	2
3	The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation Hiroki Yamauchi, Shahin Amiriparian, Alice Baird, Luis Vegas, Nigretto Jm, 誠二内藤, Chris Gagne, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller	2023	21
4	A summary of the ComParE COVID-19 challenges Frontiers in Digital Health ·Hector Arevalo-Benito, Елена Михайлова, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Xia Tong, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller	2023	7
5	Integrating Generative Artificial Intelligence in Intelligent Vehicle Systems Fraunhofer-Publica (Fraunhofer-Gesellschaft) ·Lukas Stappen, Maria Elena Delgado, Dawn Agwaranze, Hans J. Vogel, 簗場悦子, Björn W. Schuller	2023	10
6	An Estimation of Online Video User Engagement From Features of Time- and Value-Continuous, Dimensional Emotions Frontiers in Computer Science ·Lukas Stappen, Alice Baird, Lee Gregory, B. Marcopulos, Björn W. Schuller	2022	9
7	A Cross-Corpus Speech-Based Analysis of Escalating Negative Interactions Frontiers in Computer Science ·Iulia Lefter, Alice Baird, Lukas Stappen, Björn W. Schuller	2022	1
8	The MuSe 2021 Multimodal Sentiment Analysis Challenge Lukas Stappen, Alice Baird, Arpad Szakolczai, Maureen Strittmatter, Bezisokhi Laoli, Eva-Maria Meßner, Erik Cambria, Guoying Zhao, Björn W. Schuller	2021	62
9	Sentiment Analysis and Topic Recognition in Video Transcriptions IEEE Intelligent Systems ·Lukas Stappen, Alice Baird, Erik Cambria, Björn W. Schuller	2021	85
10	MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox Lukas Stappen, Maureen Strittmatter, Bezisokhi Laoli, Alice Baird, Roberto Andrés Acevedo Galindo, Erik Cambria, Björn W. Schuller	2021	32
11	X-AWARE: ConteXt-AWARE Human-Environment Attention Fusion for Driver Gaze Prediction in the Wild OPUS (Augsburg University) ·Lukas Stappen, Georgios Rizos, Björn W. Schuller	2020	11
12	Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus OPUS (Augsburg University) ·Lukas Stappen, Georgios Rizos, Madina Hasan, Thomas Hain, Björn W. Schuller	2020	7
13	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, Manuel Reina Salgado, Simone Hantke	2020	28
14	Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks EURASIP Journal on Audio Speech and Music Processing ·Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Lukas Stappen, Alice Baird, Samuel Fernández Arcones, Björn W. Schuller	2020	15
15	Summary of MuSe 2020 OPUS (Augsburg University) ·Lukas Stappen, Björn W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris	2020	9
16	MuSe 2020 Challenge and Workshop OPUS (Augsburg University) ·Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, J.M. van der Zwet, Hemily Victória Bardini Josefino, Maureen Strittmatter, Adria Mallol-Ragolta, Björn W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris	2020	32
17	A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews OPUS (Augsburg University) ·Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Björn W. Schuller	2019	43
18	From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks OPUS (Augsburg University) ·Lukas Stappen, Prakitr Sris, Nicholas Cummins, Fabien Ringeval, Klaus R. Scherer, Björn W. Schuller	2019	7
19	On classifying sepsis heterogeneity in the ICU: insight using machine learning Journal of the American Medical Informatics Association ·Zina Ibrahim, Honghan Wu, Dena Abu Laila, Lukas Stappen, Richard Dobson, 吉田久雄	2019	47
20	Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives OPUS (Augsburg University) ·Lukas Stappen, Nicholas Cummins, L. Maccatrozzo, Harald Baumeister, Judith Dineley, Björn W. Schuller	2019	10

About Lukas Stappen

Lukas Stappen is a scholar working on Experimental and Cognitive Psychology, Signal Processing, Artificial Intelligence, Music and Social Psychology, having authored 25 papers that have together received 516 indexed citations. Recurring topics across this work include Emotion and Mood Recognition (14 papers), Sentiment Analysis and Opinion Mining (9 papers), Music and Audio Processing (7 papers), Speech and Audio Processing (4 papers), Speech Recognition and Synthesis (4 papers), Mental Health via Writing (3 papers), Humor Studies and Applications (3 papers) and Speech and dialogue systems (2 papers). The work is most often cited by research in Experimental and Cognitive Psychology (249 citations), Signal Processing (117 citations), Artificial Intelligence (261 citations), Applied Psychology (30 citations) and Social Psychology (118 citations). Lukas Stappen has collaborated with scholars based in Germany, United Kingdom and Singapore. Frequent co-authors include Björn W. Schuller, Alice Baird, Erik Cambria, Eva-Maria Meßner, Nicholas Cummins, Adria Mallol-Ragolta, Georgios Rizos, Shahin Amiriparian, Guoying Zhao and Ziping Zhao. Their work appears in journals such as IEEE Intelligent Systems, IEEE Robotics and Automation Letters, Journal of the American Medical Informatics Association, Frontiers in Computer Science and EURASIP Journal on Audio Speech and Music Processing.

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