Ilja Baumann

According to our database, Ilja Baumann authored at least 22 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition.

Dominik Wagner, Ilja Baumann, Natalie Engert, Seanie Lee, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet

CoRR, May, 2025

Vocoder-Free Non-parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks.

Dominik Wagner, Ilja Baumann, Tobias Bocklet

Proceedings of the Text, Speech, and Dialogue - 28th International Conference, 2025

Digital Operating Mode Classification of Real-World Amateur Radio Transmissions.

Maximilian Bundscherer, Thomas H. Schmitt, Ilja Baumann, Tobias Bocklet

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Optimized Self-supervised Training with BEST-RQ for Speech Recognition.

Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Generative adversarial networks for whispered to voiced speech conversion: a comparative study.

Dominik Wagner, Ilja Baumann, Tobias Bocklet

Int. J. Speech Technol., December, 2024

A Survey of Music Generation in the Context of Interaction.

Ismael Agchar, Ilja Baumann, Franziska Braun, Paula Andrea Pérez-Toro, Korbinian Riedhammer, Sebastian Trump, Martin Ullrich

CoRR, 2024

Personalizing Large Sequence-to-Sequence Speech Foundation Models With Speaker Representations.

Dominik Wagner, Ilja Baumann, Thomas Ranzenberger, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

It's Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson's Disease.

Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Ilja Baumann, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet, Adolfo M. García, Juan Rafael Orozco-Arroyave

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Automatic Evaluation of a Sentence Memory Test for Preschool Children.

Ilja Baumann, Nicole Unger, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech.

Ilja Baumann, Dominik Wagner, Maria Schuster, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

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

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Large Language Models for Dysfluency Detection in Stuttered Speech.

Dominik Wagner, Sebastian P. Bayerl, Ilja Baumann, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Towards Interpretability of Automatic Phoneme Analysis in Cleft Lip and Palate Speech.

Ilja Baumann, Dominik Wagner, Maria Schuster, Elmar Nöth, Tobias Bocklet

Proceedings of the IEEE International Conference on Acoustics, 2024

Optimized Speculative Sampling for GPU Hardware Accelerators.

Dominik Wagner, Seanie Lee, Ilja Baumann, Philipp Seeberger, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

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 Nöth, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem.

Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

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 Nöth, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments.

Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Detection of Vowel Errors in Children's Speech using Synthetic Phonetic Transcripts.

Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

The Importance of Speech Stimuli for Pathologic Speech Classification.

Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet

CoRR, 2022

Detecting Vocal Fatigue with Neural Embeddings.

Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet

CoRR, 2022

Nonwords Pronunciation Classification in Language Development Tests for Preschool Children.

Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022