no code implementations • LREC 2022 • Sebastian Bayerl, Alexander Wolff von Gudenberg, Florian Hönig, Elmar Noeth, Korbinian Riedhammer
To be able to monitor speech behavior over a long time, the ability to detect stuttering events and modifications in speech could help PWSs and speech pathologists to track the level of fluency.
no code implementations • 16 Aug 2023 • Franziska Braun, Sebastian P. Bayerl, Paula A. Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
Automated dementia screening enables early detection and intervention, reducing costs to healthcare systems and increasing quality of life for those affected.
no code implementations • 30 May 2023 • Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
Most stuttering detection and classification research has viewed stuttering as a multi-class classification problem or a binary detection task for each dysfluency type; however, this does not match the nature of stuttering, in which one dysfluency seldom comes alone but rather co-occurs with others.
no code implementations • 28 Oct 2022 • Sebastian P. Bayerl, Dominik Wagner, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
This work explores an approach based on a modified wav2vec 2. 0 system for end-to-end stuttering detection and classification as a multi-label problem.
no code implementations • 10 Mar 2022 • Sebastian P. Bayerl, Alexander Wolff von Gudenberg, Florian Hönig, Elmar Nöth, Korbinian Riedhammer
To be able to monitor speech behavior over a long time, the ability to detect stuttering events and modifications in speech could help PWSs and speech pathologists to track the level of fluency.
no code implementations • 16 Jun 2020 • Sebastian P. Bayerl, Florian Hönig, Joelle Reister, Korbinian Riedhammer
This paper introduces the Speech Control Index (SCI), a new method to evaluate the severity of stuttering.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2