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Autor:
Gong, Taesik, Belanich, Josh, Somandepalli, Krishna, Nagrani, Arsha, Eoff, Brian, Jou, Brendan
Publikováno v:
INTERSPEECH (2023) 2408-2412
Speech emotion recognition (SER) models typically rely on costly human-labeled data for training, making scaling methods to large speech datasets and nuanced emotion taxonomies difficult. We present LanSER, a method that enables the use of unlabeled
Externí odkaz:
http://arxiv.org/abs/2309.03978
This technical report presents the modeling approaches used in our submission to the ICML Expressive Vocalizations Workshop & Competition multitask track (ExVo-MultiTask). We first applied image classification models of various sizes on mel-spectrogr
Externí odkaz:
http://arxiv.org/abs/2206.12494
Publikováno v:
Geriatrics, Vol 9, Iss 5, p 126 (2024)
Background/Objectives: This retrospective study focused on the role of Dopamine Transporter (DAT) scans in diagnosing Parkinson’s Disease (PD) in older adults with cognitive impairment (CI). Methods: We retrospectively analyzed brain imaging of 648
Externí odkaz:
https://doaj.org/article/1921d41271b64ff6b98811faca4e655a
Autor:
Ghandeharioun, Asma, Kim, Been, Li, Chun-Liang, Jou, Brendan, Eoff, Brian, Picard, Rosalind W.
Explaining deep learning model inferences is a promising venue for scientific understanding, improving safety, uncovering hidden biases, evaluating fairness, and beyond, as argued by many scholars. One of the principal benefits of counterfactual expl
Externí odkaz:
http://arxiv.org/abs/2105.15164
Supporting model interpretability for complex phenomena where annotators can legitimately disagree, such as emotion recognition, is a challenging machine learning task. In this work, we show that explicitly quantifying the uncertainty in such setting
Externí odkaz:
http://arxiv.org/abs/1909.09285
Autor:
Urbaniak, Alicja, Reed, Megan R., Heflin, Billie, Gaydos, John, Piña-Oviedo, Sergio, Jędrzejczyk, Marta, Klejborowska, Greta, Stępczyńska, Natalia, Chambers, Timothy C., Tackett, Alan J., Rodriguez, Analiz, Huczyński, Adam, Eoff, Robert L., MacNicol, Angus M.
Publikováno v:
In Biomedicine & Pharmacotherapy September 2022 153
Publikováno v:
Rural and Remote Health, Vol 23 (2023)
Introduction: Telemedicine is a valuable tool to increase access to health care, especially for patients in rural areas who need to visit a specialist. In place of telemedicine robots, which are costly and complicated, hospitals have implemented succ
Externí odkaz:
https://doaj.org/article/3f6b0f284d524d46a011837b833a80d6
Publikováno v:
Geriatrics (2308-3417); Oct2024, Vol. 9 Issue 5, p126, 11p
Akademický článek
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Autor:
Westrop, Stephen R. swestrop@ou.edu, Eoff, Jennifer D.
Publikováno v:
Canadian Journal of Earth Sciences. Aug2023, Vol. 60 Issue 8, p1244-1264. 21p.