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05/03/2023
Improved Vocal Effort Transfer Vector Estimation for Vocal Effort-Robust Speaker Verification
Despite the maturity of modern speaker verification technology, its perf...
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02/13/2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment
The presence of decision-making algorithms in society is rapidly increas...
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11/06/2021
Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systems
This paper explores three novel approaches to improve the performance of...
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10/27/2021
Generalizing AUC Optimization to Multiclass Classification for Audio Segmentation With Limited Training Data
Area under the ROC curve (AUC) optimisation techniques developed for neu...
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12/01/2020
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
Machine learning methods are growing in relevance for biometrics and per...
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08/06/2020
Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions
The performance of speaker verification systems degrades when vocal effo...
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04/09/2019
Speech Enhancement with Wide Residual Networks in Reverberant Environments
This paper proposes a speech enhancement method which exploits the high ...
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01/31/2019
Optimization of the Area Under the ROC Curve using Neural Network Supervectors for Text-Dependent Speaker Verification
This paper explores two techniques to improve the performance of text-de...
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12/27/2018
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition
In this paper we propose a method to model speaker and session variabili...
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12/22/2018
Differentiable Supervector Extraction for Encoding Speaker and Phrase Information in Text Dependent Speaker Verification
In this paper, we propose a new differentiable neural network alignment ...
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11/03/2010
Overcoming Problems in the Measurement of Biological Complexity
In a genetic algorithm, fluctuations of the entropy of a genome over tim...
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03/27/2007