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Speech foundation models in healthcare: Effect of layer selection on
  pathological speech feature prediction

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction

2 February 2024
D. Wiepert
Rene L. Utianski
Joseph R. Duffy
John L. Stricker
L. Barnard
David T. Jones
Hugo Botha
ArXivPDFHTML

Papers citing "Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction"

3 / 3 papers shown
Title
Detecting Speech Abnormalities with a Perceiver-based Sequence
  Classifier that Leverages a Universal Speech Model
Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model
H. Soltau
Izhak Shafran
Alex Ottenwess
Joseph R. Duffy
Rene L. Utianski
L. Barnard
John L. Stricker
D. Wiepert
David T. Jones
Hugo Botha
56
3
0
16 Oct 2023
Multi-class Detection of Pathological Speech with Latent Features: How
  does it perform on unseen data?
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
Dominik Wagner
Ilja Baumann
Franziska Braun
Sebastian P. Bayerl
Elmar Nöth
Korbinian Riedhammer
Tobias Bocklet
41
12
0
27 Oct 2022
Exploration of A Self-Supervised Speech Model: A Study on Emotional
  Corpora
Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora
Yuanchao Li
Yumnah Mohamied
P. Bell
Catherine Lai
SSL
40
45
0
05 Oct 2022
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