Abderrahim Fathan

Orcid: 0000-0002-5749-1643

According to our database1, Abderrahim Fathan authored at least 30 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Multi-task Learning over Mixup Variants for the Speaker Verification Task.
Proceedings of the Speech and Computer - 25th International Conference, 2023

Self-supervised Speaker Verification Employing Augmentation Mix and Self-augmented Training-Based Clustering.
Proceedings of the Speech and Computer - 25th International Conference, 2023

Audio DeepFake Detection Employing Multiple Parametric Exponential Linear Units.
Proceedings of the Speech and Computer - 25th International Conference, 2023

On the influence of the quality of pseudo-labels on the self-supervised speaker verification task: a thorough analysis.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

On the Use of Cross-module Attention Statistics Pooling for Speaker Verification.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Investigation Of The Quality Of Pseudo-Labels For The Self-Supervised Speaker Verification Task.
Proceedings of the IEEE International Conference on Acoustics, 2023

Hybrid Neural Network with Cross- and Self-Module Attention Pooling for Text-Independent Speaker Verification.
Proceedings of the IEEE International Conference on Acoustics, 2023

CAMSAT: Augmentation Mix and Self-Augmented Training Clustering for Self-Supervised Speaker Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022
L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning.
IEEE J. Sel. Top. Signal Process., 2022

Attentive activation function for improving end-to-end spoofing countermeasure systems.
CoRR, 2022

An Analytic Study on Clustering-Based Pseudo-labels for Self-supervised Deep Speaker Verification.
Proceedings of the Speech and Computer - 24th International Conference, 2022

Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection.
Proceedings of the Speech and Computer - 24th International Conference, 2022

Neural Embedding Extractors for Text-Independent Speaker Verification.
Proceedings of the Speech and Computer - 24th International Conference, 2022

Flow-ER: A Flow-Based Embedding Regularization Strategy for Robust Speech Representation Learning.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Domain Generalized Speaker Embedding Learning via Mutual Information Minimization.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Investigation on Mixup Strategies for End-to-End Voice Spoof Detection System.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Hybrid Neural Network-Based Deep Embedding Extractors for Text-Independent Speaker Verification.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Development of ABC Systems for the 2021 Edition of NIST Speaker Recognition Evaluation.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

End-to-end framework for spoof-aware speaker verification.
Proceedings of the Interspeech 2022, 2022

Mixup regularization strategies for spoofing countermeasure system.
Proceedings of the Interspeech 2022, 2022

MIM-DG: Mutual information minimization-based domain generalization for speaker verification.
Proceedings of the Interspeech 2022, 2022

Mel-Spectrogram Image-Based End-to-End Audio Deepfake Detection Under Channel-Mismatched Conditions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Robust Self-Supervised Speaker Representation Learning Via Instance Mix Regularization.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Robust Speech Representation Learning via Flow-based Embedding Regularization.
CoRR, 2021

Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering.
CoRR, 2021

An Ensemble Approach for the Diagnosis of COVID-19 from Speech and Cough Sounds.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

End-to-End Voice Spoofing Detection Employing Time Delay Neural Networks and Higher Order Statistics.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Text-Independent Speaker Verification Employing CNN-LSTM-TDNN Hybrid Networks.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Hybrid Network with Multi-Level Global-Local Statistics Pooling for Robust Text-Independent Speaker Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021


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