Detecting dysfluencies in stuttering therapy using wav2vec 2.0 SP Bayerl, D Wagner, E Nöth, K Riedhammer arXiv preprint arXiv:2204.03417, 2022 | 57 | 2022 |
The influence of dataset partitioning on dysfluency detection systems SP Bayerl, D Wagner, E Nöth, T Bocklet, K Riedhammer International Conference on Text, Speech, and Dialogue, 423-436, 2022 | 26 | 2022 |
A Stutter Seldom Comes Alone--Cross-Corpus Stuttering Detection as a Multi-label Problem SP Bayerl, D Wagner, I Baumann, F Hönig, T Bocklet, E Nöth, ... arXiv preprint arXiv:2305.19255, 2023 | 17* | 2023 |
Detecting vocal fatigue with neural embeddings SP Bayerl, D Wagner, I Baumann, T Bocklet, K Riedhammer Journal of Voice, 2023 | 16 | 2023 |
Latent representations of transaction network graphs in continuous vector spaces as features for money laundering detection D Wagner SKILL 2019-Studierendenkonferenz Informatik, 143-154, 2019 | 13* | 2019 |
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? D Wagner, I Baumann, F Braun, SP Bayerl, E Nöth, K Riedhammer, ... arXiv preprint arXiv:2210.15336, 2022 | 10 | 2022 |
Nonwords pronunciation classification in language development tests for preschool children I Baumann, D Wagner, S Bayerl, T Bocklet arXiv preprint arXiv:2206.08058, 2022 | 9 | 2022 |
Generative models for improved naturalness, intelligibility, and voicing of whispered speech D Wagner, SP Bayerl, HAC Maruri, T Bocklet 2022 IEEE Spoken Language Technology Workshop (SLT), 943-948, 2023 | 7 | 2023 |
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models D Wagner, A Churchill, S Sigtia, P Georgiou, M Mirsamadi, A Mishra, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 6 | 2024 |
Large Language Models for Dysfluency Detection in Stuttered Speech D Wagner, SP Bayerl, I Baumann, K Riedhammer, E Nöth, T Bocklet arXiv preprint arXiv:2406.11025, 2024 | 4 | 2024 |
Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models D Wagner, A Churchill, S Sigtia, P Georgiou, M Mirsamadi, A Mishra, ... Third Workshop on Efficient Natural Language and Speech Processing (ENLSP …, 2023 | 3 | 2023 |
Influence of utterance and speaker characteristics on the classification of children with cleft lip and palate I Baumann, D Wagner, F Braun, SP Bayerl, E Nöth, K Riedhammer, ... arXiv preprint arXiv:2210.15941, 2022 | 3 | 2022 |
Speaker adaptation for end-to-end speech recognition systems in noisy environments D Wagner, I Baumann, SP Bayerl, K Riedhammer, T Bocklet 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-6, 2023 | 2 | 2023 |
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models S Lee, H Seong, DB Lee, M Kang, X Chen, D Wagner, Y Bengio, J Lee, ... arXiv preprint arXiv:2410.01524, 2024 | 1 | 2024 |
Towards Interpretability of Automatic Phoneme Analysis in Cleft Lip and Palate Speech I Baumann, D Wagner, M Schuster, E Nöth, T Bocklet ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
Detection of Vowel Errors in Children’s Speech using Synthetic Phonetic Transcripts I Baumann, D Wagner, K Riedhammer, E Nöth, T Bocklet 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 1 | 2023 |
The importance of speech stimuli for pathologic speech classification I Baumann, D Wagner, F Braun, SP Bayerl, E Nöth, K Riedhammer, ... arXiv preprint arXiv:2210.15941, 2022 | 1 | 2022 |
Generative adversarial networks for whispered to voiced speech conversion: a comparative study D Wagner, I Baumann, T Bocklet International Journal of Speech Technology, 1-18, 2024 | | 2024 |
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling P Seeberger, D Wagner, K Riedhammer arXiv preprint arXiv:2406.12420, 2024 | | 2024 |
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models D Wagner, I Baumann, K Riedhammer, T Bocklet arXiv preprint arXiv:2406.11022, 2024 | | 2024 |