138 citations · 299 across the 17 of their papers we have counts for
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eess.AS2021★ 1 cited
Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systems
Victoria Mingote, Antonio Miguel, Alfonso Ortega +1
This paper explores three novel approaches to improve the performance of speaker verification (SV) systems based on deep neural networks (DNN) using Multi-head Self-Attention (MSA)…
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…