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Luciana Ferrer

Beyond Global Metrics: A Fairness Analysis for Interpretable Voice Disorder Detection Systems

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Apr 11, 2025
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Good practices for evaluation of machine learning systems

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Dec 04, 2024
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Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

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Aug 05, 2024
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Fusion approaches for emotion recognition from speech using acoustic and text-based features

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Mar 27, 2024
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On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm

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Jan 05, 2024
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EnCodecMAE: Leveraging neural codecs for universal audio representation learning

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Sep 14, 2023
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Mispronunciation detection using self-supervised speech representations

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Jul 30, 2023
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Deployment of Image Analysis Algorithms under Prevalence Shifts

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Mar 22, 2023
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Phone and speaker spatial organization in self-supervised speech representations

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Feb 24, 2023
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Understanding metric-related pitfalls in image analysis validation

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Feb 09, 2023
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