Ilja Baumann

37 papers A* 1A 11C 4Misc 3Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Digital Operating Mode Classification of Real-World Amateur Radio Transmissions.
ICASSP
Maximilian Bundscherer, Thomas H. Schmitt, Ilja Baumann, Tobias Bocklet
2025 J jnl
Digital Operating Mode Classification of Real-World Amateur Radio Transmissions.
CoRR
Maximilian Bundscherer, Thomas H. Schmitt, Ilja Baumann, Tobias Bocklet
2025 C conf
Joint ASR and Speech Attribute Prediction for Conversational Dysarthric Speech Analysis with Multimodal Language Models.
ASRU
Dominik Wagner, Ilja Baumann, Natalie Engert, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2025 Misc conf
Optimized Self-supervised Training with BEST-RQ for Speech Recognition.
ICASSP
Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet
2025 J jnl
Optimized Self-supervised Training with BEST-RQ for Speech Recognition.
CoRR
Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet
2025 A conf
Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition.
INTERSPEECH
Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet
2025 A conf
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition.
INTERSPEECH
Dominik Wagner, Ilja Baumann, Natalie Engert, Seanie Lee, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2025 J jnl
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition.
CoRR
Dominik Wagner, Ilja Baumann, Natalie Engert, Seanie Lee, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2025 C conf
Text-Guided Speech Representations for Language Acquisition Assessment.
ASRU
Ilja Baumann, Dominik Wagner, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet
2025 — conf
Vocoder-Free Non-parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks.
TSD (1)
Dominik Wagner, Ilja Baumann, Tobias Bocklet
2024 J jnl
A Survey of Music Generation in the Context of Interaction.
CoRR
Ismael Agchar, Ilja Baumann, Franziska Braun, Paula Andrea Pérez-Toro, Korbinian Riedhammer, Sebastian Trump, Martin Ullrich
2024 A conf
Automatic Evaluation of a Sentence Memory Test for Preschool Children.
INTERSPEECH
Ilja Baumann, Nicole Unger, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet
2024 J jnl
Generative adversarial networks for whispered to voiced speech conversion: a comparative study.
Int. J. Speech Technol.
Dominik Wagner, Ilja Baumann, Tobias Bocklet
2024 A conf
It's Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson's Disease.
INTERSPEECH
Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Ilja Baumann, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet, Adolfo M. García, Juan Rafael Orozco-Arroyave
2024 A conf
Large Language Models for Dysfluency Detection in Stuttered Speech.
INTERSPEECH
Dominik Wagner, Sebastian P. Bayerl, Ilja Baumann, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2024 J jnl
Large Language Models for Dysfluency Detection in Stuttered Speech.
CoRR
Dominik Wagner, Sebastian P. Bayerl, Ilja Baumann, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet
2024 A* conf
Optimized Speculative Sampling for GPU Hardware Accelerators.
EMNLP
Dominik Wagner, Seanie Lee, Ilja Baumann, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet
2024 J jnl
Optimized Speculative Sampling for GPU Hardware Accelerators.
CoRR
Dominik Wagner, Seanie Lee, Ilja Baumann, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet
2024 A conf
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models.
INTERSPEECH
Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet
2024 J jnl
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models.
CoRR
Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet
2024 — conf
Personalizing Large Sequence-to-Sequence Speech Foundation Models With Speaker Representations.
SLT
Dominik Wagner, Ilja Baumann, Thomas Ranzenberger, Korbinian Riedhammer, Tobias Bocklet
2024 Misc conf
Towards Interpretability of Automatic Phoneme Analysis in Cleft Lip and Palate Speech.
ICASSP
Ilja Baumann, Dominik Wagner, Maria Schuster, Elmar Nöth, Tobias Bocklet
2024 A conf
Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech.
INTERSPEECH
Ilja Baumann, Dominik Wagner, Maria Schuster, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet
2023 A conf
A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem.
INTERSPEECH
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
2023 J jnl
A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
2023 C conf
Detection of Vowel Errors in Children's Speech using Synthetic Phonetic Transcripts.
ASRU
Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet
2023 A conf
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate.
INTERSPEECH
Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2023 A conf
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
INTERSPEECH
Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2023 C conf
Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments.
ASRU
Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet
2023 J jnl
Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks.
CoRR
Dominik Wagner, Ilja Baumann, Tobias Bocklet
2022 J jnl
Detecting Vocal Fatigue with Neural Embeddings.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet
2022 J jnl
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
CoRR
Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2022 A conf
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children.
INTERSPEECH
Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet
2022 J jnl
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children.
CoRR
Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet
2022 J jnl
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments.
CoRR
Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet
2022 J jnl
The Importance of Speech Stimuli for Pathologic Speech Classification.
CoRR
Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
2021 — conf
Spirio Sessions: Experiments in Human-Machine Improvisation with a Digital Player Piano.
AIMC
Sebastian Trump, Ismael Agchar, Ilja Baumann, Franziska Braun, Korbinian Riedhammer, Lea Siemandel, Martin Ullrich