Korbinian Riedhammer
27 papers · 2016–2026 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (47) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🏠
Conference Loyalist
(22)
🏆
Keyword Champion
(2)
🧬
Topic Evolution
🤝
Dynamic Duo
(17)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🌈
Renaissance Researcher
(7)
🗃️
Keyword Collector
(139)
Top co-authors
Research topics
Machine Learning
(16)
Speech & Audio
(14)
Deep Learning
(11)
Artificial Intelligence
(9)
Analysis
(9)
Core AI
(8)
Natural Language Processing
(7)
Core Methods
(7)
Application Areas
(6)
Applications
(6)
Recognition
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(5)
Keywords
speech recognition
(5)
automatic speech recognition
(4)
multi-task learning
(3)
clinical speech analysis
(3)
speech analysis
(3)
word error rate
(3)
speech processing
(3)
wav2vec 2.0
(3)
speech transcript
(2)
dementia detection
(2)
dysarthric speech recognition
(2)
text classification
(2)
natural language processing
(2)
binary classification
(2)
pre-trained model
(2)
multi-label classification
(2)
multimodal learning
(2)
medical classification
(2)
support vector machine
(2)
stuttering detection
(2)
Papers
Evaluation Pitfalls and Challenges in Multimedia Event Extraction
ACL 2026
Generalizing to Unseen Disaster Events: A Causal View
IJCNLP 2025
Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition
Interspeech 2025
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
Interspeech 2025
Pitfalls and Limits in Automatic Dementia Assessment
Interspeech 2025
Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation
Interspeech 2025
Automatic Evaluation of a Sentence Memory Test for Preschool Children
Interspeech 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment
Interspeech 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease
Interspeech 2024
Large Language Models for Dysfluency Detection in Stuttered Speech
Interspeech 2024
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling
EMNLP 2024
Optimized Speculative Sampling for GPU Hardware Accelerators
EMNLP 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models
Interspeech 2024
Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech
Interspeech 2024
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem
Interspeech 2023
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features
Interspeech 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
Interspeech 2023
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate
Interspeech 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
Interspeech 2023
Automated Evaluation of Standardized Dementia Screening Tests
Interspeech 2022
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
Interspeech 2022
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning
EMNLP 2022
Toward Zero Oracle Word Error Rate on the Switchboard Benchmark
Interspeech 2022
What can Speech and Language Tell us About the Working Alliance in Psychotherapy
Interspeech 2022
VoiceGuard: Secure and Private Speech Processing
Interspeech 2018
Remeeting — Deep Insights to Conversations
Interspeech 2016
Speech Ventures
Interspeech 2016