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20172024
most citedGeneralizing AUC Optimization to Multiclass Classification for Audio Segmentation With Limited Training Data

19 citations

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cs.SD2021★ 19 cited

Generalizing AUC Optimization to Multiclass Classification for Audio Segmentation With Limited Training Data

Pablo Gimeno, Victoria Mingote, Alfonso Ortega +2

Area under the ROC curve (AUC) optimisation techniques developed for neural networks have recently demonstrated their capabilities in different audio and speech related tasks. Howe…

cs.SD2019

An improved uncertainty propagation method for robust i-vector based speaker recognition

Dayana Ribas, Emmanuel Vincent

The performance of automatic speaker recognition systems degrades when facing distorted speech data containing additive noise and/or reverberation. Statistical uncertainty propagat…