| 2025 | ASRU | Text-Guided Speech Representations for Language Acquisition Assessment. | Ilja Baumann, Dominik Wagner, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet |
| 2025 | ASRU | Joint ASR and Speech Attribute Prediction for Conversational Dysarthric Speech Analysis with Multimodal Language Models. | Dominik Wagner, Ilja Baumann, Natalie Engert, Elmar Nth, Korbinian Riedhammer, Tobias Bocklet |
| 2025 | ICASSP | Optimized Self-supervised Training with BEST-RQ for Speech Recognition. | Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet |
| 2025 | ICASSP | Digital Operating Mode Classification of Real-World Amateur Radio Transmissions. | Maximilian Bundscherer, Thomas H. Schmitt, Ilja Baumann, Tobias Bocklet |
| 2025 | Interspeech | Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition. | Dominik Wagner, Ilja Baumann, Natalie Engert, Seanie Lee, Elmar Nth, Korbinian Riedhammer, Tobias Bocklet |
| 2025 | Interspeech | Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition. | Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet |
| 2024 | EMNLP | Optimized Speculative Sampling for GPU Hardware Accelerators. | Dominik Wagner, Seanie Lee, Ilja Baumann, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet |
| 2024 | ICASSP | Towards Interpretability of Automatic Phoneme Analysis in Cleft Lip and Palate Speech. | Ilja Baumann, Dominik Wagner, Maria Schuster, Elmar Nth, Tobias Bocklet |
| 2024 | Interspeech | Large Language Models for Dysfluency Detection in Stuttered Speech. | Dominik Wagner, Sebastian P. Bayerl, Ilja Baumann, Elmar Nth, Korbinian Riedhammer, Tobias Bocklet |
| 2024 | Interspeech | Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models. | Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet |
| 2024 | Interspeech | Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech. | Ilja Baumann, Dominik Wagner, Maria Schuster, Korbinian Riedhammer, Elmar Nth, Tobias Bocklet |
| 2024 | Interspeech | Automatic Evaluation of a Sentence Memory Test for Preschool Children. | Ilja Baumann, Nicole Unger, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet |
| 2024 | Interspeech | It's Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson's Disease. | Daniel Escobar-Grisales, Cristian David Ros-Urrego, Ilja Baumann, Korbinian Riedhammer, Elmar Nth, Tobias Bocklet, Adolfo M. Garca, Juan Rafael Orozco-Arroyave |
| 2023 | ASRU | Detection of Vowel Errors in Children's Speech using Synthetic Phonetic Transcripts. | Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Elmar Nth, Tobias Bocklet |
| 2023 | ASRU | Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments. | Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet |
| 2023 | Interspeech | Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate. | Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nth, Korbinian Riedhammer, Tobias Bocklet |
| 2023 | Interspeech | A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem. | Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hnig, Tobias Bocklet, Elmar Nth, Korbinian Riedhammer |
| 2023 | Interspeech | Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? | Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nth, Korbinian Riedhammer, Tobias Bocklet |
| 2022 | Interspeech | Nonwords Pronunciation Classification in Language Development Tests for Preschool Children. | Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet |