Dominik Wagner

56 papers A* 2A 11C 6Misc 4Journal 26Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA.
CoRR
Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
2025 A* conf
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models.
ICLR
Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
2025 C conf
Improving Multimodal Speech-To-Slide Alignment for Academic Lectures with Vision LLMs.
ASRU
Thomas Ranzenberger, Dominik Wagner, Steffen Freisinger, Tobias Bocklet, Korbinian Riedhammer
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 C conf
On the Difficulty of Token-Level Modeling of Dysfluency and Fluency Shaping Artifacts.
ASRU
Kashaf Gulzar, Dominik Wagner, Sebastian P. Bayerl, Florian Hönig, Tobias Bocklet, Korbinian Riedhammer
2025 J jnl
On the Difficulty of Token-Level Modeling of Dysfluency and Fluency Shaping Artifacts.
CoRR
Kashaf Gulzar, Dominik Wagner, Sebastian P. Bayerl, Florian Hönig, Tobias Bocklet, Korbinian Riedhammer
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 J jnl
Rethinking Reward Models for Multi-Domain Test-Time Scaling.
CoRR
Dong Bok Lee, Seanie Lee, Sangwoo Park, Minki Kang, Jinheon Baek, Dongki Kim, Dominik Wagner, Jiongdao Jin, Heejun Lee, Tobias Bocklet, Jinyu Wang, Jingjing Fu, Sung Ju Hwang, Jiang Bian, Lei Song
2025 Misc conf
SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions.
ICASSP
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2025 J jnl
SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions.
CoRR
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2025 — conf
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models.
ACL (Findings)
Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
2025 J jnl
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models.
CoRR
Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
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 Misc conf
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models.
ICASSP
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2024 J jnl
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models.
CoRR
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
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 J jnl
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models.
CoRR
Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang
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 — conf
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling.
EMNLP (Findings)
Philipp Seeberger, Dominik Wagner, Korbinian Riedhammer
2024 J jnl
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling.
CoRR
Philipp Seeberger, Dominik Wagner, Korbinian Riedhammer
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 J jnl
Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models.
CoRR
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
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 A conf
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0.
INTERSPEECH
Sebastian Peter Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer
2022 J jnl
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer
2022 J jnl
Detecting Vocal Fatigue with Neural Embeddings.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet
2022 J jnl
Dysfluencies Seldom Come Alone - Detection as a Multi-Label Problem.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
2022 — conf
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech.
SLT
Dominik Wagner, Sebastian P. Bayerl, Héctor A. Cordourier Maruri, Tobias Bocklet
2022 J jnl
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech.
CoRR
Dominik Wagner, Sebastian P. Bayerl, Héctor A. Cordourier Maruri, 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
2022 — conf
The Influence of Dataset Partitioning on Dysfluency Detection Systems.
TSD
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
2022 J jnl
The Influence of Dataset Partitioning on Dysfluency Detection Systems.
CoRR
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
2019 — conf
Latent representations of transaction network graphs in continuous vector spaces as features for money laundering detection.
SKILL
Dominik Wagner