Latent representations of transaction network graphs in continuous vector spaces as features for money laundering detection. - Dominik Wagner 002 (SKILL, 2019)

Nonwords Pronunciation Classification in Language Development Tests for Preschool Children. - Ilja Baumann; Dominik Wagner 002; Sebastian P. Bayerl; Tobias Bocklet (INTERSPEECH, 2022)

Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0. - Sebastian Peter Bayerl; Dominik Wagner 002; Elmar Nöth; Korbinian Riedhammer (INTERSPEECH, 2022)

Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech. - Dominik Wagner 002; Sebastian P. Bayerl; Héctor A. Cordourier Maruri; Tobias Bocklet (SLT, 2022)

The Influence of Dataset Partitioning on Dysfluency Detection Systems. - Sebastian P. Bayerl; Dominik Wagner 002; Elmar Nöth; Tobias Bocklet; Korbinian Riedhammer (TSD, 2022)

Detecting Vocal Fatigue with Neural Embeddings. - Sebastian P. Bayerl; Dominik Wagner 002; Ilja Baumann; Korbinian Riedhammer; Tobias Bocklet (CoRR, 2022)

The Importance of Speech Stimuli for Pathologic Speech Classification. - Ilja Baumann; Dominik Wagner 002; Franziska Braun; Sebastian P. Bayerl; Elmar Nöth; Korbinian Riedhammer; Tobias Bocklet (CoRR, 2022)

Dysfluencies Seldom Come Alone - Detection as a Multi-Label Problem. - Sebastian P. Bayerl; Dominik Wagner 002; Florian Hönig; Tobias Bocklet; Elmar Nöth; Korbinian Riedhammer (CoRR, 2022)

Detection of Vowel Errors in Children's Speech using Synthetic Phonetic Transcripts. - Ilja Baumann; Dominik Wagner 002; Korbinian Riedhammer; Elmar Nöth; Tobias Bocklet (ASRU, 2023)

Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments. - Dominik Wagner 002; Ilja Baumann; Sebastian P. Bayerl; Korbinian Riedhammer; Tobias Bocklet (ASRU, 2023)

Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate. - Ilja Baumann; Dominik Wagner 002; Franziska Braun; Sebastian P. Bayerl; Elmar Nöth; Korbinian Riedhammer; Tobias Bocklet (INTERSPEECH, 2023)

A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem. - Sebastian P. Bayerl; Dominik Wagner 002; Ilja Baumann; Florian Hönig; Tobias Bocklet; Elmar Nöth; Korbinian Riedhammer (INTERSPEECH, 2023)

Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? - Dominik Wagner 002; Ilja Baumann; Franziska Braun; Sebastian P. Bayerl; Elmar Nöth; Korbinian Riedhammer; Tobias Bocklet (INTERSPEECH, 2023)

Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks. - Dominik Wagner 002; Ilja Baumann; Tobias Bocklet (CoRR, 2023)

Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (CoRR, 2023)

Optimized Speculative Sampling for GPU Hardware Accelerators. - Dominik Wagner 002; Seanie Lee; Ilja Baumann; Philipp Seeberger; Korbinian Riedhammer; Tobias Bocklet (EMNLP, 2024)

MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling. - Philipp Seeberger; Dominik Wagner 002; Korbinian Riedhammer (EMNLP (Findings), 2024)

Towards Interpretability of Automatic Phoneme Analysis in Cleft Lip and Palate Speech. - Ilja Baumann; Dominik Wagner 002; Maria Schuster; Elmar Nöth; Tobias Bocklet (ICASSP, 2024)

A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (ICASSP, 2024)

Large Language Models for Dysfluency Detection in Stuttered Speech. - Dominik Wagner 002; Sebastian P. Bayerl; Ilja Baumann; Elmar Nöth; Korbinian Riedhammer; Tobias Bocklet (INTERSPEECH, 2024)

Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models. - Dominik Wagner 002; Ilja Baumann; Korbinian Riedhammer; Tobias Bocklet (INTERSPEECH, 2024)

Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech. - Ilja Baumann; Dominik Wagner 002; Maria Schuster; Korbinian Riedhammer; Elmar Nöth; Tobias Bocklet (INTERSPEECH, 2024)

Automatic Evaluation of a Sentence Memory Test for Preschool Children. - Ilja Baumann; Nicole Unger; Dominik Wagner 002; Korbinian Riedhammer; Tobias Bocklet (INTERSPEECH, 2024)

Personalizing Large Sequence-to-Sequence Speech Foundation Models With Speaker Representations. - Dominik Wagner 002; Ilja Baumann; Thomas Ranzenberger; Korbinian Riedhammer; Tobias Bocklet (SLT, 2024)

Generative adversarial networks for whispered to voiced speech conversion: a comparative study. - Dominik Wagner 002; Ilja Baumann; Tobias Bocklet (Int. J. Speech Technol., 2024)

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models. - Seanie Lee; Dong Bok Lee; Dominik Wagner 002; Minki Kang; Haebin Seong; Tobias Bocklet; Juho Lee 001; Sung Ju Hwang (ACL (Findings), 2025)

SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Erik Marchi (ICASSP, 2025)

Optimized Self-supervised Training with BEST-RQ for Speech Recognition. - Ilja Baumann; Dominik Wagner 002; Korbinian Riedhammer; Tobias Bocklet (ICASSP, 2025)

HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models. - Seanie Lee; Haebin Seong; Dong Bok Lee; Minki Kang; Xiaoyin Chen; Dominik Wagner 002; Yoshua Bengio; Juho Lee 001; Sung Ju Hwang (ICLR, 2025)

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA. - Seanie Lee; Sangwoo Park; Dong Bok Lee; Dominik Wagner 002; Haebin Seong; Tobias Bocklet; Juho Lee 001; Sung Ju Hwang (CoRR, 2025)

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition. - Dominik Wagner 002; Ilja Baumann; Natalie Engert; Seanie Lee; Elmar Nöth; Korbinian Riedhammer; Tobias Bocklet (CoRR, 2025)