[PDF][PDF] Challenges of german speech recognition: A study on multi-ethnolectal speech among adolescents

M Schubert, D Duran, I Siegert - Interspeech, 2024 - isca-archive.org
Despite significant advancements in speech recognition systems, challenges persist in
accurately interpreting spontaneous speech from underrepresented groups like non …

Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition

TP Rosin, S Wermter - arXiv preprint arXiv:2307.07280, 2023 - arxiv.org
While Automatic Speech Recognition (ASR) models have shown significant advances with
the introduction of unsupervised or self-supervised training techniques, these improvements …

Spaiche: Extending State-of-the-Art ASR Models to Swiss German Dialects

C Sicard, K Pyszkowski, V Gillioz - arXiv preprint arXiv:2304.11075, 2023 - arxiv.org
Recent breakthroughs in NLP largely increased the presence of ASR systems in our daily
lives. However, for many low-resource languages, ASR models still need to be improved …

Replay to Remember: Continual Layer-Specific Fine-Tuning for German Speech Recognition

T Pekarek Rosin, S Wermter - International Conference on Artificial Neural …, 2023 - Springer
Abstract While Automatic Speech Recognition (ASR) models have shown significant
advances with the introduction of unsupervised or self-supervised training techniques, these …

Speech Recognition Errors in ASR Engines and Their Impact on Linguistic Analysis in Psychotherapies

M Schubert, Y Sinha, J Krüger… - … 2024, Tagungsband der …, 2024 - opus4.kobv.de
Modern intervention planning in psychotherapies may benefit from predicting process
relevant psychotherapy constructs by automated speech analysis. One essential step is the …

[PDF][PDF] Proceedings of the 8th edition of the Swiss Text Analytics Conference

H Ghorbel, M Sokhn, M Cieliebak… - Proceedings of the …, 2023 - aclanthology.org
Abstract Recent breakthroughs in Natural Language Processing (NLP) largely increased the
presence of ASR systems in our daily lives. However, for many low-resource languages …