Bocklet, Tobias
- Large Language Models for Dysfluency Detection in Stuttered Speech
2024/06/16 by Dominik Wagner, Sebastian P. Bayerl, Wagner, Dominik +9 · 8 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Stuttering Research and Treatment #electronic engineering #information engineering
- Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate
2022/10/28 by Baumann, Ilja, Wagner, Dominik, Braun, Franziska +4 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- A Stutter Seldom Comes Alone -- Cross-Corpus Stuttering Detection as a Multi-label Problem
2023/05/30 by Sebastian P. Bayerl, Bayerl, Sebastian P., Dominik Wagner +11 · 2 citations
Business, Management and Accounting · Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Employee Welfare and Language Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Stuttering Research and Treatment #Text Readability and Simplification #electronic engineering #information engineering
- FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
2025/05/19 by Seanie Lee, Lee, Seanie, Sangwoo Park +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Infusing Acoustic Pause Context into Text-Based Dementia Assessment
2024/08/27 by Franziska Braun, Sebastian P. Bayerl, Braun, Franziska +11 · 2 citations
Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Dementia and Cognitive Impairment Research #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
2022/10/27 by Dominik Wagner, Ilja Baumann, Wagner, Dominik +11 · 1 citation
Medicine · Health Professions · #Voice and Speech Disorders #Head and Neck Cancer Studies #Dysphagia Assessment and Management
- Self-Supervised Adaptive AV Fusion Module for Pre-Trained ASR Models
2023/12/21 by Christopher Simic, Simic, Christopher, Tobias Bocklet +1 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Dysfluencies Seldom Come Alone -- Detection as a Multi-Label Problem
2022/10/28 by Sebastian P. Bayerl, Bayerl, Sebastian P., Dominik Wagner +9 · 1 citation
Business, Management and Accounting · Psychology · #Audio and Speech Processing (eess.AS) #Employee Welfare and Language Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Stuttering Research and Treatment #electronic engineering #information engineering
- Optimized Self-supervised Training with BEST-RQ for Speech Recognition
2025/01/27 by Ilja Baumann, Baumann, Ilja, Dominik Wagner +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Sound (cs.SD) #Speech Recognition and Synthesis