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Björn Wolfgang Schuller · Study
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Author
Björn Wolfgang Schuller
137 works
· latest 2025
· 11 institutions
cluster: provisional
ORCID 0000-0002-6478-8699
Works
60 shown
Emotionally adaptive support: a narrative review of affective computing for mental health
Frontiers in Digital Health
·
2025
·
5 authors
·
review
·
Open access
33
citations
Foundation models for digital mental health: igniting the dawn
Medicine Plus
·
2025
·
6 authors
·
Open access
4
citations
Digital interventions in mental health: An overview and future perspectives
Internet Interventions
·
2025
·
5 authors
·
review
·
Open access
155
citations
Brief use of behavioral activation features predicts benefits of self-help app on depression symptoms: Secondary analysis of a selective prevention trial in young people.
Journal of Consulting and Clinical Psychology
·
2025
·
34 authors
·
Open access
4
citations
Emotional competence self-help app versus cognitive behavioural self-help app versus self-monitoring app to prevent depression in young adults with elevated risk (ECoWeB PREVENT): an international, multicentre, parallel, open-label, randomised controlled trial
The Lancet Digital Health
·
2024
·
32 authors
·
Open access
19
citations
Emotional competence self-help mobile phone app versus cognitive behavioural self-help app versus self-monitoring app to promote mental wellbeing in healthy young adults (ECoWeB PROMOTE): an international, multicentre, parallel, open-label, randomised controlled trial
The Lancet Digital Health
·
2024
·
32 authors
·
Open access
11
citations
Digital health and mobile health: a bibliometric analysis of the 100 most cited papers and their contributing authors
Exploration of Digital Health Technologies
·
2024
·
69 authors
·
Open access
15
citations
Contrastive Learning Based Modality-Invariant Feature Acquisition for Robust Multimodal Emotion Recognition With Missing Modalities
IEEE Transactions on Affective Computing
·
2024
·
5 authors
95
citations
Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial
JMIR Formative Research
·
2023
·
7 authors
·
Open access
5
citations
Multi-view domain-adaptive representation learning for EEG-based emotion recognition
Information Fusion
·
2023
·
5 authors
·
Open access
91
citations
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
ACM International Conference on Multimedia (ACM MM)
·
2023
·
14 authors
·
other
·
Open access
70
citations
"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users
·
2023
·
4 authors
·
other
·
Open access
10
citations
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
2023
·
6 authors
·
Open access
70
citations
How to e-mental health: a guideline for researchers and practitioners using digital technology in the context of mental health
Nature Mental Health
·
2023
·
25 authors
·
Open access
96
citations
Bridging the gap between artificial intelligence and mental health
中国科学通报：英文版
·
2023
·
7 authors
18
citations
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
2023
·
6 authors
·
Open access
410
citations
Digital Mental Health—Breaking a Lance for Prevention
IEEE Transactions on Computational Social Systems
·
2022
·
4 authors
6
citations
The ACII 2022 Affective Vocal Bursts Workshop & Competition
International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)
·
2022
·
8 authors
·
other
68
citations
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition
IEEE Transactions on Affective Computing
·
2022
·
5 authors
·
Open access
71
citations
Domain Invariant Feature Learning for Speaker-Independent Speech Emotion Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing
·
2022
·
6 authors
66
citations
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
IEEE Transactions on Affective Computing
·
2021
·
4 authors
·
Open access
76
citations
MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox
·
2021
·
7 authors
·
other
76
citations
Survey of Deep Representation Learning for Speech Emotion Recognition
IEEE Transactions on Affective Computing
·
2021
·
6 authors
·
Open access
172
citations
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder
Interspeech (USB)
·
2021
·
23 authors
·
other
·
Open access
10
citations
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements
IEEE Transactions on Affective Computing
·
2021
·
4 authors
·
Open access
91
citations
Affective Image Content Analysis: Two Decades Review and New Perspectives
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
2021
·
8 authors
·
Open access
199
citations
A Novel Attention-Based Gated Recurrent Unit and its Efficacy in Speech Emotion Recognition
IEEE International Conference on Acoustics Speech and Signal Processing
·
2021
·
5 authors
·
other
65
citations
Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition
Neural Networks
·
2021
·
7 authors
·
Open access
105
citations
Robot-Based Intervention for Children With Autism Spectrum Disorder: A Systematic Literature Review
IEEE Access
·
2021
·
4 authors
·
review
·
Open access
100
citations
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety
Interspeech (USB)
·
2020
·
13 authors
·
other
·
Open access
113
citations
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks
Interspeech (USB)
·
2020
·
13 authors
·
other
·
Open access
103
citations
Hybrid Network Feature Extraction for Depression Assessment from Speech
Interspeech (USB)
·
2020
·
7 authors
·
other
61
citations
Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus
Interspeech (USB)
·
2020
·
5 authors
·
other
·
Open access
15
citations
End-to-end multimodal affect recognition in real-world environments
Information Fusion
·
2020
·
4 authors
·
Open access
106
citations
Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure
Frontiers in Big Data
·
2020
·
2 authors
·
review
·
Open access
46
citations
Ethics and Good Practice in Computational Paralinguistics
IEEE Transactions on Affective Computing
·
2020
·
3 authors
·
Open access
43
citations
Laughter as a Controller in a Stress Buster Game
International Conference on Pervasive Computing Technologies for Healthcare
·
2020
·
6 authors
·
other
15
citations
Stargan for Emotional Speech Conversion: Validated by Data Augmentation of End-To-End Emotion Recognition
IEEE International Conference on Acoustics Speech and Signal Processing
·
2020
·
3 authors
·
other
·
Open access
111
citations
A Review on Five Recent and Near-Future Developments in Computational Processing of Emotion in the Human Voice
Emotion Review
·
2020
·
2 authors
61
citations
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
IEEE Transactions on Affective Computing
·
2020
·
6 authors
·
Open access
131
citations
Validity of machine learning in biology and medicine increased through collaborations across fields of expertise
Nature Machine Intelligence
·
2020
·
20 authors
·
Open access
70
citations
Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders
IEEE Journal of Selected Topics in Signal Processing
·
2019
·
8 authors
·
Open access
104
citations
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition
·
2019
·
17 authors
·
other
·
Open access
407
citations
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
2019
·
13 authors
·
Open access
243
citations
Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition
Interspeech (USB)
·
2019
·
6 authors
·
other
78
citations
Speech Emotion Classification Using Attention-Based LSTM
IEEE/ACM Transactions on Audio Speech and Language Processing
·
2019
·
6 authors
·
Open access
282
citations
Attention-augmented End-to-end Multi-task Learning for Emotion Prediction from Speech
IEEE International Conference on Acoustics Speech and Signal Processing
·
2019
·
3 authors
·
other
·
Open access
91
citations
DEMoS: an Italian emotional speech corpus
Language Resources and Evaluation
·
2019
·
5 authors
61
citations
The Many-to-Many Mapping Between the Concordance Correlation Coefficient and the Mean Square Error
arXiv (Cornell University)
·
2019
·
2 authors
·
preprint
·
Open access
21
citations
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
International Journal of Computer Vision
·
2019
·
8 authors
·
Open access
381
citations
Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition
IEEE Access
·
2019
·
7 authors
·
Open access
140
citations
Emotional expression in psychiatric conditions: New technology for clinicians
Psychiatry and Clinical Neurosciences
·
2018
·
10 authors
·
review
·
Open access
78
citations
AVEC 2018 Workshop and Challenge
·
2018
·
14 authors
·
other
·
Open access
148
citations
The Age of Artificial Emotional Intelligence
Computer
·
2018
·
2 authors
·
Open access
147
citations
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Interspeech (USB)
·
2018
·
19 authors
·
other
·
Open access
105
citations
Affective Image Content Analysis: A Comprehensive Survey
International Joint Conference on Artificial Intelligence
·
2018
·
6 authors
·
other
·
Open access
77
citations
Speech emotion recognition
Communications of the ACM
·
2018
·
1 author
·
Open access
547
citations
End-to-End Speech Emotion Recognition Using Deep Neural Networks
IEEE International Conference on Acoustics Speech and Signal Processing
·
2018
·
3 authors
·
other
·
Open access
289
citations
AVEC 2017
·
2017
·
10 authors
·
other
·
Open access
332
citations
An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech
ACM International Conference on Multimedia (ACM MM)
·
2017
·
6 authors
·
other
·
Open access
157
citations