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Björn Schuller

University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing

SCHOLARLY PAPERS

7

DOWNLOADS

455

TOTAL CITATIONS

4

Scholarly Papers (7)

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1.

Classification of Stuttering – the Compare Challenge and Beyond

Number of pages: 42 Posted: 19 Jan 2023
Sebastian Peter Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn Schuller, Elmar Nöth and Korbinian Riedhammer
affiliation not provided to SSRN, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg, affiliation not provided to SSRN, University of Augsburg, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, Friedrich-Alexander-Universität Erlangen-Nürnberg and affiliation not provided to SSRN
Downloads 151 (491,334)

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dysfluency, stuttering, ComParE challenge, paralinguistics, pathological speech

2.

Domain Adaptation-Based Dilated Causal Convolution and Criss-Cross Attention Networks for Eeg Emotion Recognition

Number of pages: 19 Posted: 19 Nov 2024
Chao Li, Siqi Wang, Ziping Zhao, Haishuai Wang, Huifang Yin, Guangming Xu, Shenglei Pei, Danushka Bandara and Björn Schuller
Tianjin Normal University, Tianjin Normal University, Tianjin Normal University, Zhejiang University, Nankai University - Affiliated Tianjin Anding Hospital, affiliation not provided to SSRN, Qinghai Minzu University, Fairfield University and University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing
Downloads 72 (883,195)
Citation 1

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EEG-based emotion recognition, Transfer learning, multi-source domain adaptation, criss-cross attention, Deep learning

3.

Soundscape-Based Evaluation of Small-Scale Forest Management Interventions

Number of pages: 48 Posted: 18 Dec 2024 Last Revised: 05 Oct 2025
Dominik Arend, Alexander Gebhard, Andreas Triantafyllopoulos, Björn Schuller, Michael Scherer-Lorenzen and Sandra Müller
Geobotany, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, affiliation not provided to SSRN and University of Freiburg
Downloads 70 (875,328)
Citation 1

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Biodiversity Monitoring, Passive Acoustic Monitoring, Deadwood, Forest Gaps, Acoustic Indices, Machine-Learning

4.

A Multi-Scale Convolutional Neural Network Based on an Out-of-Distribution Generalization Attention Mechanism for Electroencephalogram(Eeg)-Based Emotion Recognition

Number of pages: 17 Posted: 14 Nov 2024
Chao Li, Danlin Liu, Ziping Zhao, Haishuai Wang, Huifang Yin, Guangming Xu, Shenglei Pei, Danushka Bandara and Björn Schuller
Tianjin Normal University, Tianjin Normal University, Tianjin Normal University, Zhejiang University, Nankai University - Affiliated Tianjin Anding Hospital, affiliation not provided to SSRN, Qinghai Minzu University, Fairfield University and University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing
Downloads 70 (883,195)
Citation 2

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Affective Computing, EEG, Out-Of-Distribution Generalization, CNN, SimAM attention

5.

Application of Speech-Derived Breathing Patterns in Detecting Respiratory Disorders

Number of pages: 27 Posted: 31 Oct 2023
Gauri Deshpande and Björn Schuller
University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing and University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing
Downloads 57 (989,921)

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breathing pattern, digital health, SPEECH PROCESSING, computational paralinguistics, speech-breathing

6.

Zero-Shot Personalisation of Speech Foundation Models for Depressed Mood Monitoring

Number of pages: 12 Posted: 10 Apr 2023
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking and Björn Schuller
University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg - Department of Psychology, Clinical Psychology and Psychotherapy, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg - Department of Psychology, Clinical Psychology and Psychotherapy and University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing
Downloads 24 (1,411,822)

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Personalisation, Depression Monitoring, Foundation Models, Speech Processing, Hypernetworks

7.

Pioneering Multimodal Emotion Recognition in the Era of Large Models: From Closed Sets to Open Vocabularies

Number of pages: 29 Posted: 07 Feb 2026
Jing Han, Zhiqiang Gao, Shihao Gao, Jialing Liu, Hongyu Chen, Zixing Zhang and Björn Schuller
University of Cambridge, Hunan University, Hunan University, Hunan University, Hunan University, Hunan University and University of Augsburg - Chair of Embedded Intelligence for Healthcare and Wellbeing
Downloads 11 (1,561,096)

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Multimodal Emotion Recognition, Open Vocabulary, Multimodal Large Language Model, Large Language Model, Prompt Engineering