IEEE Transactions on Affective Computing 16.3. Sep. 2025
#p_schuller
DSA+25
Cross-Dialect Bird Species Recognition With Dialect-Calibrated Augmentation
Preprint (Sep. 2025)
#p_schuller
GRH+25
Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study
ICNLSP 2025
#p_schuller
RGE+25
Domain Adaptation and Question-Answer Pooling for Aphasia Modelling
ICNLSP 2025
#p_schuller
ZTT+25
Towards Practical Colorectal Cancer Diagnosis: A Bowel Sound-Based System With Portable Sensor and On-Board Lightweight AI Model
IEEE Internet of Things Journal Early Access. Aug. 2025
#p_schuller
TTG+25
Computer Audition: From Task-Specific Machine Learning to Foundation Models
Proceedings of the IEEE Early Access. Aug. 2025
#p_schuller
LSS+25
Artificial Emotion: A Survey of Theories and Debates on Realising Emotion in Artificial Intelligence
Preprint (Aug. 2025)
#p_schuller
RPC+25
An Introduction to Silent Paralinguistics
Preprint (Aug. 2025)
#p_schuller
TBS+25
Charting 15 Years of Progress in Deep Learning for Speech Emotion Recognition: A Replication Study
Preprint (Aug. 2025)
#p_schuller
GXG+25
Multi-Task Partially Spoofed Speech Detection Using a Dual-View Graph Neural Network Assisted Segment-Level Module
IEEE Transactions on Audio, Speech and Language Processing 33. Jul. 2025
#p_schuller
YLN+25
A Non-Intrusive Speech Quality Evaluation Framework for Hearing Aids Based on Speech Label Assistance and Multi-Task Learning Strategy
IEEE Transactions on Audio, Speech and Language Processing Early Access. Jul. 2025
#p_schuller
KPM+25
Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance
Journal of Medical Internet Research 27. Jul. 2025
#p_schuller
MRR+25
Automatic Contouring of Spinal Vertebrae on X-Ray Using a Novel Sandwich U-Net Architecture
Preprint (Jul. 2025)
#p_schuller
RGH+25
Early Detection of ALS in Absence of Speech Impairments With Computer Audition
AIME 2025
#p_schuller
TTK+25
Large Language Models for the Analysis of Project Proposals
AI-HCI 2025
#p_schuller
BMS25
'Hey Smartphone, Am I Ill?' Detecting Diseases From the Voice
Frontiers Frontiers for Young Minds. Jun. 2025
#p_schuller
TTA+25
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition
Preprint (Jun. 2025)
#p_schuller
MSV+25
Navigating Disruption in the PID Landscape: Embracing Opportunities and Anticipating Threats in the Next Ten Years
Frontiers in Immunology 16. May. 2025
#p_schuller
JWT+25
MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
Preprint (May. 2025)
#p_schuller
LSM+25a
Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge
Preprint (May. 2025)
#p_schuller
JZT+25
Enhancing Emotional Text-to-Speech Controllability With Natural Language Guidance Through Contrastive Learning and Diffusion Models
ICASSP 2025
#p_schuller
TTM+25
DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids
ICASSP 2025
#p_schuller
TMT+25
Affective Dimensions in Maternal Voice During Child Feeding in Mothers With and Without Eating Disorder History—Findings From a Machine Learning Analysis of Speech Data
European Eating Disorders Review Early Access. Apr. 2025
#p_schuller
QXQ+25
A Review of AIoT-Based Human Activity Recognition: From Application to Technique
IEEE Journal of Biomedical and Health Informatics 29.4. Apr. 2025
#p_schuller
QQZ+25
FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition
IEEE Journal of Biomedical and Health Informatics Early Access. Apr. 2025
#p_schuller
CAK+25
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results
IEEE Transactions on Affective Computing 16.2. Apr. 2025
#p_schuller
SZZ+25
Enhancing Emotion Regulation in Mental Disorder Treatment: An AIGC-Based Closed-Loop Music Intervention System
IEEE Transactions on Affective Computing Early Access. Apr. 2025
#p_schuller
LWX+25
Unsupervised Domain-Adaptive Semantic Segmentation for Surgical Instruments Leveraging Dropout-Enhanced Dual Heads and Coarse-Grained Classification Branch
IEEE Transactions on Medical Robotics and Bionics Early Access. Apr. 2025
#p_schuller
ZWJ+25
Explainable Depression Classification Based on EEG Feature Selection From Audio Stimuli
IEEE Transactions on Neural Systems and Rehabilitation Engineering Early Access. Apr. 2025
#p_schuller
XWQ+25
Improving Bird Vocalization Recognition in Open-Set Cross-Corpus Scenarios With Semantic Feature Reconstruction and Dual Strategy Scoring
IEEE Signal Processing Letters 32. Mar. 2025
#p_schuller
LMS25a
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop in & Out Learning
Preprint (Mar. 2025)
#p_schuller
LSM+25
GatedxLSTM: A Multimodal Affective Computing Approach for Emotion Recognition in Conversations
Preprint (Mar. 2025)
#p_schuller
SKQ+25
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being
IEEE Transactions on Computational Social Systems 12.1. Feb. 2025
#p_schuller
MRT+25
Automating Airborne Pollen Classification: Identifying and Interpreting Hard Samples for Classifiers
Heliyon 11.2. Jan. 2025
#p_schuller
TZT+25
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis
IEEE Journal of Biomedical and Health Informatics 29.1. Jan. 2025
#p_schuller
ASS+25
Improving Audio Explanations Using Audio Language Models
IEEE Signal Processing Letters Early Access. Jan. 2025
#p_schuller
SZX+25
Weakly-Supervised Depression Detection in Speech Through Self-Learning Based Label Correction
IEEE Transactions on Audio, Speech and Language Processing Early Access. Jan. 2025
#p_schuller
MTB+25
Assessing the Clinical and Functional Status of COPD Patients Using Speech Analysis During and After Exacerbation
International Journal of Chronic Obstructive Pulmonary Disease 20. Jan. 2025
#p_schuller
YSJ+25
MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge
Preprint (Jan. 2025)
#p_schuller
TS24b
Hearing Aids in the Era of Foundation Models
GMS Zeitschrift Für Audiologie 6.28. Dec. 2024
#p_schuller
SAJ+24
Audio-Based Kinship Verification Using Age Domain Conversion
IEEE Signal Processing Letters 32. Dec. 2024
#p_schuller
SZZ+24
A First Look at Generative Artificial Intelligence Based Music Therapy for Mental Disorders
IEEE Transactions on Consumer Electronics Early Access. Dec. 2024
#p_schuller
LMS+24a
From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview
Preprint (Dec. 2024)
#p_schuller
SLA+24
Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment
Preprint (Dec. 2024)
#p_schuller
KAC+24
Automatic Speech-Based Charisma Recognition and the Impact of Integrating Auxiliary Characteristics
TELEPRESENCE 2024
#p_schuller
AGL+24
Non-Invasive Suicide Risk Prediction Through Speech Analysis
EHB 2024
#p_schuller
MMS24
Multi-Triplet Loss-Based Models for Categorical Depression Recognition From Speech
IberSPEECH 2024
#p_schuller
MSS+24
Prototypical Networks for Speech Emotion Recognition in Spanish
IberSPEECH 2024
#p_schuller
MSS24
Face Mask Type and Coverage Area Recognition From Speech With Prototypical Networks
IberSPEECH 2024
#p_schuller
BZB+24a
Focused Review on Artificial Intelligence for Disease Detection in Infants
Frontiers in Digital Health 6. Nov. 2024
#p_schuller
RMT+24
Does the Definition of Difficulty Matter? Scoring Functions and Their Role for Curriculum Learning
Preprint (Nov. 2024)
#p_schuller
RTM+24
Autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks
Preprint (Nov. 2024)
#p_schuller
SBR+24
Using Voice Analysis as an Early Indicator of Risk for Depression in Young Adults
Preprint (Nov. 2024)
#p_schuller
SAS24
Explainable Artificial Intelligence for Medical Applications: A Review
Preprint (Nov. 2024)
#p_schuller
TTT+24
Large Language Models for Mental Health
Preprint (Nov. 2024)
#p_schuller
ACK+24
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition
MuSe @MM 2024
#p_schuller
AMC+24
A Wide Evaluation of ChatGPT on Affective Computing Tasks
IEEE Transactions on Affective Computing 15.4. Oct. 2024
#p_schuller
AS24
On Prompt Sensitivity of ChatGPT in Affective Computing
ACII 2024
#p_schuller
APG+24
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
INTERSPEECH 2024
#p_schuller
CAH+24
This Paper Had the Smartest Reviewers -- Flattery Detection Utilising an Audio-Textual Transformer-Based Approach
INTERSPEECH 2024
#p_schuller
GAL+24
Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
INTERSPEECH 2024
#p_schuller
KGE+24
A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection
INTERSPEECH 2024
#p_schuller
KBT+24
Real-World PTSD Recognition: A Cross-Corpus and Cross-Linguistic Evaluation
INTERSPEECH 2024
#p_schuller
SMB+24
Are You Sure? Analysing Uncertainty Quantification Approaches for Real-World Speech Emotion Recognition
INTERSPEECH 2024
#p_schuller
STK+24
'So... My Child...' -- How Child ADHD Influences the Way Parents Talk
INTERSPEECH 2024
#p_schuller
TBR+24
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition
INTERSPEECH 2024
#p_schuller
TS24a
Enrolment-Based Personalisation for Improving Individual-Level Fairness in Speech Emotion Recognition
INTERSPEECH 2024
#p_schuller
TCG+24
Beyond Deep Learning: Charting the Next Frontiers of Affective Computing
Intelligent Computing 3.0089. Sep. 2024
#p_schuller
MLT+24
Audio Enhancement for Computer Audition -- An Iterative Training Paradigm Using Sample Importance
Journal of Computer Science and Technology 39. Sep. 2024
#p_schuller
SMA+24
Affective Computing Has Changed: The Foundation Model Disruption
Preprint (Sep. 2024)
#p_schuller
TGM+24
An Automatic Analysis of Ultrasound Vocalisations for the Prediction of Interaction Context in Captive Egyptian Fruit Bats
EUSIPCO 2024
#p_schuller
CAM+24
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
Findings @ACL 2024
#p_schuller
RCN+24
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
IEEE Computational Intelligence Magazine 19.3. Aug. 2024
#p_schuller
KAT+24
Personalised Speech-Based PTSD Prediction Using Weighted-Instance Learning
EMBC 2024
#p_schuller
RRJ+24
CBAM_SAUNet: A Novel Attention U-Net for Effective Segmentation of Corner Cases
EMBC 2024
#p_schuller
SMT+24
Towards Predicting Menstrual Cycle Phases Exploiting Paralinguistic Features
EMBC 2024
#p_schuller
QFL+24
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection
IEEE Journal of Biomedical and Health Informatics 28.9. Jul. 2024
#p_schuller
PRH+24
Deep Neural Quality of Service Prediction for Unmanned Aircraft System Communications
IWCMC 2024
#p_schuller
QQT+24
Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework
IEEE Transactions on Biomedical Engineering 71.10. May. 2024
#p_schuller
TS24
Expressivity and Speech Synthesis
Oxford Handbook of Expressivity in Language. Apr. 2024
#p_schuller
RS24a
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager
IEEE Access 12. Feb. 2024
#p_schuller
XSN+24
Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment