← Authors

Bjorn W. Schuller

62 papers · 2016–2024 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) πŸ—ΊοΈ Taxonomy Completionist (22) 🏠 Conference Loyalist (60) 🀝 Dynamic Duo (13) πŸ”¬ Deep Specialist (10) πŸ‘₯ Mega-Team (25) πŸ† Keyword Champion (6) πŸ“ˆ Trend Setter ⚑ Prolific Year (18) πŸ”₯ Unstoppable (7) ❓ The Questioner (2) πŸ’Ž Century Club (62) πŸ—ƒοΈ Keyword Collector (88)

Conferences

INTERSPEECH (60) CVPR (1) IJCAI (1)

Top co-authors

Shahin Amiriparian (13) Nicholas Cummins (12) Andreas Triantafyllopoulos (9) Alice Baird (7) Zhao Ren (7) Anton Batliner (6) Maurice Gerczuk (6) Ziping Zhao (5) Shuo Liu (5) Lukas Stappen (5)

Keywords

speech emotion recognition (15) speech analysis (10) data augmentation (8) convolutional neural network (8) covid-19 detection (7) attention mechanism (7) emotion recognition (7) speech classification (6) deep learning (6) acoustic feature (6) feature extraction (6) transfer learning (5) audio classification (4) self-supervised learning (4) support vector machine (3) adversarial attack (3) computational paralinguistics (3) generative adversarial network (3) speech processing (3) pre-trained model (3)

Papers

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 β€” 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 β€” 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 β€” 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 β€” 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