no code implementations • 1 Jun 2023 • Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni
The adoption of advanced deep learning architectures in stuttering detection (SD) tasks is challenging due to the limited size of the available datasets.
no code implementations • 21 Feb 2023 • Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni
In addition, we propose a multi-contextual (MC) StutterNet, which exploits different contexts of the stuttered speech, resulting in an overall improvement of 4. 48% in F 1 over the single context based MB StutterNet.
no code implementations • 12 May 2021 • Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni
Compared to the existing work, which depends on the ASR module, our method relies solely on the acoustic signal.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1