no code implementations • 2 Feb 2024 • Daniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland R. Barnard, David T. Jones, Hugo Botha
There is interest in leveraging AI to conduct automatic, objective assessments of clinical speech, in turn facilitating diagnosis and treatment of speech disorders.
no code implementations • 16 Oct 2023 • Hagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. JR Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela Wiepert, David T. Jones, Hugo Botha
We propose a Perceiver-based sequence classifier to detect abnormalities in speech reflective of several neurological disorders.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 26 Jan 2023 • Leland Barnard, Farwa Ali, Hugo Botha, David T. Jones
The most effective dimensionality reduction procedures produce interpretable features from the raw input space while also providing good performance for downstream supervised learning tasks.
1 code implementation • 18 Oct 2022 • Daniela A. Wiepert, Bradley A. Malin, Joseph R. Duffy, Rene L. Utianski, John L. Stricker, David T. Jones, Hugo Botha
Risk is high for a small search space but drops as the search space grows ($precision >0. 85$ for $<1*10^{6}$ comparisons, $precision <0. 5$ for $>3*10^{6}$ comparisons).