Bjorn W. Schuller

ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets INTERSPEECH 2024 A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection INTERSPEECH 2024 Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition INTERSPEECH 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition INTERSPEECH 2024 Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment INTERSPEECH 2024 Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification INTERSPEECH 2024 E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition INTERSPEECH 2024 Nkululeko: Machine Learning Experiments on Speaker Characteristics Without Programming INTERSPEECH 2023 A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model INTERSPEECH 2023 Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features INTERSPEECH 2023 Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running INTERSPEECH 2023 The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances INTERSPEECH 2023 Speech-Based Classification of Defensive Communication: A Novel Dataset and Results INTERSPEECH 2023 Abusive Speech Detection in Indic Languages Using Acoustic Features INTERSPEECH 2023 SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition INTERSPEECH 2023 The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech INTERSPEECH 2023 SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022 An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion INTERSPEECH 2022 Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis INTERSPEECH 2022 Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease INTERSPEECH 2022 Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022 LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision INTERSPEECH 2021 The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates INTERSPEECH 2021 Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild INTERSPEECH 2021 Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder INTERSPEECH 2021 An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation INTERSPEECH 2021 Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features INTERSPEECH 2021 The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio INTERSPEECH 2021 Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information INTERSPEECH 2021 Speaking Corona? Human and Machine Recognition of COVID-19 from Voice INTERSPEECH 2021 A Prototypical Network Approach for Evaluating Generated Emotional Speech INTERSPEECH 2021 Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks INTERSPEECH 2021 Toward Silent Paralinguistics: Speech-to-EMG — Retrieving Articulatory Muscle Activity from Speech INTERSPEECH 2020 Hybrid Network Feature Extraction for Depression Assessment from Speech INTERSPEECH 2020 Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition INTERSPEECH 2020 Adventitious Respiratory Classification Using Attentive Residual Neural Networks INTERSPEECH 2020 Towards Speech Robustness for Acoustic Scene Classification INTERSPEECH 2020 Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals INTERSPEECH 2020 Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition INTERSPEECH 2020 An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety INTERSPEECH 2020 An Evaluation of the Effect of Anxiety on Speech — Computational Prediction of Anxiety from Sustained Vowels INTERSPEECH 2020 A Comparison of Acoustic and Linguistics Methodologies for Alzheimer’s Dementia Recognition INTERSPEECH 2020 Deep Attentive End-to-End Continuous Breath Sensing from Speech INTERSPEECH 2020 Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020 The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks INTERSPEECH 2020 Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus INTERSPEECH 2020 Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection INTERSPEECH 2020 Augmenting Generative Adversarial Networks for Speech Emotion Recognition INTERSPEECH 2020 An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition INTERSPEECH 2020 Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models INTERSPEECH 2020 The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity INTERSPEECH 2019 Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement INTERSPEECH 2019 Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition INTERSPEECH 2019 Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results INTERSPEECH 2019 Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test INTERSPEECH 2019 A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews INTERSPEECH 2019 Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition INTERSPEECH 2019 Robust Speech Emotion Recognition Under Different Encoding Conditions INTERSPEECH 2019 Continuous Emotion Recognition in Speech — Do We Need Recurrence? INTERSPEECH 2019 Speech Augmentation via Speaker-Specific Noise in Unseen Environment INTERSPEECH 2019 Affective Image Content Analysis: A Comprehensive Survey IJCAI 2018 Deep Canonical Time Warping CVPR 2016