Abderrahim Fathan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 33

Top Topics

Speaker Verification

Top Venues

Publications

Abderrahim Fathan, Jahangir Alam
Self-Supervised Speaker Verification Employing A Novel Clustering Algorithm. ICASSP (2024)
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)
Abderrahim Fathan, Jahangir Alam
An analytic study on clustering driven self-supervised speaker verification. Pattern Recognit. Lett. 179 (2024)
Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan
Hybrid Neural Network with Cross- and Self-Module Attention Pooling for Text-Independent Speaker Verification. ICASSP (2023)
Jahangir Alam, Abderrahim Fathan
On the Use of Cross-module Attention Statistics Pooling for Speaker Verification. IWBF (2023)
Abderrahim Fathan, Jahangir Alam, Xiaolin Zhu
Multi-task Learning over Mixup Variants for the Speaker Verification Task. SPECOM (2) (2023)
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)
Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang
Investigation Of The Quality Of Pseudo-Labels For The Self-Supervised Speaker Verification Task. ICASSP Workshops (2023)
Abderrahim Fathan, Jahangir Alam
CAMSAT: Augmentation Mix and Self-Augmented Training Clustering for Self-Supervised Speaker Recognition. ASRU (2023)
Md Shahidul Alam, Abderrahim Fathan, Jahangir Alam
Audio DeepFake Detection Employing Multiple Parametric Exponential Linear Units. SPECOM (2) (2023)
Abderrahim Fathan, Jahangir Alam
Self-supervised Speaker Verification Employing Augmentation Mix and Self-augmented Training-Based Clustering. SPECOM (2) (2023)
Woo Hyun Kang, Md. Jahangir Alam, Abderrahim Fathan
End-to-end framework for spoof-aware speaker verification. INTERSPEECH (2022)
Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang
Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection. SPECOM (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Flow-ER: A Flow-Based Embedding Regularization Strategy for Robust Speech Representation Learning. SLT (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Investigation on Mixup Strategies for End-to-End Voice Spoof Detection System. Odyssey (2022)
Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan
Hybrid Neural Network-Based Deep Embedding Extractors for Text-Independent Speaker Verification. Odyssey (2022)
Woo Hyun Kang, Md. Jahangir Alam, Abderrahim Fathan
MIM-DG: Mutual information minimization-based domain generalization for speaker verification. INTERSPEECH (2022)
Woo Hyun Kang, Md. Jahangir Alam, Abderrahim Fathan
Mixup regularization strategies for spoofing countermeasure system. INTERSPEECH (2022)
Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang
Mel-Spectrogram Image-Based End-to-End Audio Deepfake Detection Under Channel-Mismatched Conditions. ICME (2022)
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)
Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan
Neural Embedding Extractors for Text-Independent Speaker Verification. SPECOM (2022)
Woo Hyun Kang, Md. Jahangir Alam, Abderrahim Fathan
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario. LREC (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Attentive activation function for improving end-to-end spoofing countermeasure systems. CoRR (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Robust Self-Supervised Speaker Representation Learning Via Instance Mix Regularization. ICASSP (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
An Analytic Study on Clustering-Based Pseudo-labels for Self-supervised Deep Speaker Verification. SPECOM (2022)
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) (2022)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Domain Generalized Speaker Embedding Learning via Mutual Information Minimization. Odyssey (2022)
Jahangir Alam, Abderrahim Fathan, Woo Hyun Kang
End-to-End Voice Spoofing Detection Employing Time Delay Neural Networks and Higher Order Statistics. SPECOM (2021)
Abderrahim Fathan, Jahangir Alam, Woo Hyun Kang
An Ensemble Approach for the Diagnosis of COVID-19 from Speech and Cough Sounds. SPECOM (2021)
Jahangir Alam, Abderrahim Fathan, Woo Hyun Kang
Text-Independent Speaker Verification Employing CNN-LSTM-TDNN Hybrid Networks. SPECOM (2021)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Robust Speech Representation Learning via Flow-based Embedding Regularization. CoRR (2021)
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan
Hybrid Network with Multi-Level Global-Local Statistics Pooling for Robust Text-Independent Speaker Recognition. ASRU (2021)
Abderrahim Fathan, Erick Delage
Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering. CoRR (2021)