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06/14/2023
Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications
Many multi-source localization and tracking models based on neural netwo...
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03/31/2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs
In this paper, we present a new model for Direction of Arrival (DOA) est...
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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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06/16/2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks
In this paper, we present a new sound source DOA estimation and tracking...
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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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01/27/2019
Disentangling in Variational Autoencoders with Natural Clustering
Learning representations that disentangle the underlying factors of vari...
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01/03/2019
Deep Speech Enhancement for Reverberated and Noisy Signals using Wide Residual Networks
This paper proposes a deep speech enhancement method which exploits the ...
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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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10/26/2018