CRIM’s system description for the ASVSpoof2021 challenge WH Kang, J Alam, A Fathan Proc. ASVspoof 2021 Workshop, 100-106, 2021 | 22 | 2021 |
Text-independent speaker verification employing CNN-LSTM-TDNN hybrid networks J Alam, A Fathan, WH Kang Speech and Computer: 23rd International Conference, SPECOM 2021, St …, 2021 | 18 | 2021 |
Deep reinforcement learning for optimal stopping with application in financial engineering A Fathan, E Delage arXiv preprint arXiv:2105.08877, 2021 | 16 | 2021 |
Investigation on activation functions for robust end-to-end spoofing attack detection system WH Kang, J Alam, A Fathan Proc. 2021 Edition of the Automatic Speaker Verification and Spoofing …, 2021 | 16 | 2021 |
Mel-spectrogram image-based end-to-end audio deepfake detection under channel-mismatched conditions A Fathan, J Alam, WH Kang 2022 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2022 | 12 | 2022 |
On the impact of the quality of pseudo-labels on the self-supervised speaker verification task A Fathan, J Alam, W Kang NeurIPS ENLSP Workshop, 2022 | 12 | 2022 |
Hybrid network with multi-level global-local statistics pooling for robust text-independent speaker recognition WH Kang, J Alam, A Fathan 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021 | 11 | 2021 |
End-to-end framework for spoof-aware speaker verification. WH Kang, J Alam, A Fathan INTERSPEECH, 4362-4366, 2022 | 8 | 2022 |
On the influence of the quality of pseudo-labels on the self-supervised speaker verification task: a thorough analysis A Fathan, J Alam 2023 11th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2023 | 7 | 2023 |
An analytic study on clustering-based pseudo-labels for self-supervised deep speaker verification WH Kang, J Alam, A Fathan International Conference on Speech and Computer, 338-348, 2022 | 7 | 2022 |
Hybrid neural network with cross-and self-module attention pooling for text-independent speaker verification J Alam, WH Kang, A Fathan ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
L-mix: A latent-level instance mixup regularization for robust self-supervised speaker representation learning WH Kang, J Alam, A Fathan IEEE Journal of Selected Topics in Signal Processing 16 (6), 1263-1272, 2022 | 6 | 2022 |
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario W Kang, MJ Alam, A Fathan Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022 | 5 | 2022 |
End-to-end voice spoofing detection employing time delay neural networks and higher order statistics J Alam, A Fathan, WH Kang Speech and Computer: 23rd International Conference, SPECOM 2021, St …, 2021 | 5 | 2021 |
Domain Generalized Speaker Embedding Learning via Mutual Information Minimization. WH Kang, J Alam, A Fathan Odyssey, 178-184, 2022 | 4 | 2022 |
Hybrid neural network-based deep embedding extractors for text-independent speaker verification J Alam, WH Kang, A Fathan extraction 8, 9, 2022 | 4 | 2022 |
Investigation on instance mixup regularization strategies for self-supervised speaker representation learning WH Kang, J Alam, A Fathan Proc. AAAI Workshop Self-supervised Learn. Audio Speech Process., 2022 | 3 | 2022 |
Robust speech representation learning via flow-based embedding regularization WH Kang, J Alam, A Fathan arXiv preprint arXiv:2112.03454, 2021 | 3 | 2021 |
An Ensemble Approach for the Diagnosis of COVID-19 from Speech and Cough Sounds A Fathan, J Alam, WH Kang Speech and Computer: 23rd International Conference, SPECOM 2021, St …, 2021 | 3 | 2021 |
An ensemble approach to unsupervised anomalous sound detection J Alam, G Boulianne, V Gupta, A Fathan Proceedings of the 5th Workshop on Detection and Classification of Acoustic …, 2020 | 3 | 2020 |