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Abderrahim Fathan
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2020 – today
- 2024
- [j2]Abderrahim Fathan
, Jahangir Alam:
An analytic study on clustering driven self-supervised speaker verification. Pattern Recognit. Lett. 179: 80-86 (2024) - [c29]Abderrahim Fathan, Jahangir Alam:
Self-Supervised Speaker Verification Employing A Novel Clustering Algorithm. ICASSP 2024: 12597-12601 - [c28]Abderrahim Fathan, Xiaolin Zhu, Jahangir Alam:
On the influence of regularization techniques on label noise robustness: Self-supervised speaker verification as a use case. IJCB 2024: 1-23 - [c27]Abderrahim Fathan, Xiaolin Zhu, Jahangir Alam:
An investigative study of the effect of several regularization techniques on label noise robustness of self-supervised speaker verification systems. Odyssey 2024: 43-50 - 2023
- [c26]Abderrahim Fathan, Jahangir Alam:
CAMSAT: Augmentation Mix and Self-Augmented Training Clustering for Self-Supervised Speaker Recognition. ASRU 2023: 1-8 - [c25]Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan:
Hybrid Neural Network with Cross- and Self-Module Attention Pooling for Text-Independent Speaker Verification. ICASSP 2023: 1-5 - [c24]Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang:
Investigation Of The Quality Of Pseudo-Labels For The Self-Supervised Speaker Verification Task. ICASSP Workshops 2023: 1-5 - [c23]Jahangir Alam, Abderrahim Fathan:
On the Use of Cross-module Attention Statistics Pooling for Speaker Verification. IWBF 2023: 1-6 - [c22]Abderrahim Fathan, Jahangir Alam:
On the influence of the quality of pseudo-labels on the self-supervised speaker verification task: a thorough analysis. IWBF 2023: 1-6 - [c21]Md Shahidul Alam, Abderrahim Fathan, Jahangir Alam:
Audio DeepFake Detection Employing Multiple Parametric Exponential Linear Units. SPECOM (2) 2023: 307-321 - [c20]Abderrahim Fathan, Jahangir Alam, Xiaolin Zhu:
Multi-task Learning over Mixup Variants for the Speaker Verification Task. SPECOM (2) 2023: 446-460 - [c19]Abderrahim Fathan, Jahangir Alam:
Self-supervised Speaker Verification Employing Augmentation Mix and Self-augmented Training-Based Clustering. SPECOM (2) 2023: 550-563 - 2022
- [j1]Woo Hyun Kang
, Jahangir Alam
, Abderrahim Fathan
:
L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning. IEEE J. Sel. Top. Signal Process. 16(6): 1263-1272 (2022) - [c18]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Robust Self-Supervised Speaker Representation Learning Via Instance Mix Regularization. ICASSP 2022: 6617-6621 - [c17]Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang:
Mel-Spectrogram Image-Based End-to-End Audio Deepfake Detection Under Channel-Mismatched Conditions. ICME 2022: 1-6 - [c16]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
MIM-DG: Mutual information minimization-based domain generalization for speaker verification. INTERSPEECH 2022: 3674-3678 - [c15]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Mixup regularization strategies for spoofing countermeasure system. INTERSPEECH 2022: 3734-3738 - [c14]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
End-to-end framework for spoof-aware speaker verification. INTERSPEECH 2022: 4362-4366 - [c13]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario. LREC 2022: 7339-7343 - [c12]Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan:
Hybrid Neural Network-Based Deep Embedding Extractors for Text-Independent Speaker Verification. Odyssey 2022: 33-40 - [c11]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Investigation on Mixup Strategies for End-to-End Voice Spoof Detection System. Odyssey 2022: 55-61 - [c10]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Domain Generalized Speaker Embedding Learning via Mutual Information Minimization. Odyssey 2022: 178-184 - [c9]Jahangir Alam, Radek Benes, Marian Beszédes, Lukás Burget, Mohamed Dahmane, Abderrahim Fathan, Hamed Ghodrati, Ondrej Glembek, Woo Hyun Kang, Pavel Matejka, Ladislav Mosner, Oldrich Plchot, Johan Rohdin, Anna Silnova, Themos Stafylakis:
Development of ABC Systems for the 2021 Edition of NIST Speaker Recognition Evaluation. Odyssey 2022: 346-353 - [c8]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Flow-ER: A Flow-Based Embedding Regularization Strategy for Robust Speech Representation Learning. SLT 2022: 563-570 - [c7]Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan:
Neural Embedding Extractors for Text-Independent Speaker Verification. SPECOM 2022: 10-23 - [c6]Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang:
Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection. SPECOM 2022: 188-200 - [c5]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
An Analytic Study on Clustering-Based Pseudo-labels for Self-supervised Deep Speaker Verification. SPECOM 2022: 338-348 - [i3]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Attentive activation function for improving end-to-end spoofing countermeasure systems. CoRR abs/2205.01528 (2022) - 2021
- [c4]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Hybrid Network with Multi-Level Global-Local Statistics Pooling for Robust Text-Independent Speaker Recognition. ASRU 2021: 1116-1123 - [c3]Jahangir Alam, Abderrahim Fathan, Woo Hyun Kang:
Text-Independent Speaker Verification Employing CNN-LSTM-TDNN Hybrid Networks. SPECOM 2021: 1-13 - [c2]Jahangir Alam, Abderrahim Fathan, Woo Hyun Kang:
End-to-End Voice Spoofing Detection Employing Time Delay Neural Networks and Higher Order Statistics. SPECOM 2021: 14-25 - [c1]Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang:
An Ensemble Approach for the Diagnosis of COVID-19 from Speech and Cough Sounds. SPECOM 2021: 190-201 - [i2]Abderrahim Fathan, Erick Delage:
Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering. CoRR abs/2105.08877 (2021) - [i1]Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Robust Speech Representation Learning via Flow-based Embedding Regularization. CoRR abs/2112.03454 (2021)
Coauthor Index
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