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A Survey on Deep Reinforcement Learning for Audio-Based Applications

Jan 01, 2021
Siddique Latif, Heriberto Cuayáhuitl, Farrukh Pervez, Fahad Shamshad, Hafiz Shehbaz Ali, Erik Cambria

* Under Review 

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Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends

Jan 02, 2020
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller

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Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition

Oct 26, 2019
Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller

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Disentangled Representation Learning with Information Maximizing Autoencoder

Apr 18, 2019
Kazi Nazmul Haque, Siddique Latif, Rajib Rana

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Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

Mar 24, 2019
Muhammad Usman, Siddique Latif, Muhammad Asim, Junaid Qadir

* \{copyright} 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages

Dec 15, 2018
Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir

* 6 

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Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness

Nov 28, 2018
Siddique Latif, Rajib Rana, Junaid Qadir

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Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks

Nov 24, 2018
Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana

* MED-NIPS 2018 

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Phonocardiographic Sensing using Deep Learning for Abnormal Heartbeat Detection

Jun 05, 2018
Siddique Latif, Muhammad Usman, Rajib Rana, Junaid Qadir

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Transfer Learning for Improving Speech Emotion Classification Accuracy

Mar 26, 2018
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps

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Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study

Mar 26, 2018
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps

* 4 pages 

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Soft Computing Techniques for Dependable Cyber-Physical Systems

Jan 25, 2018
Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas

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Using Deep Autoencoders for Facial Expression Recognition

Jan 25, 2018
Muhammad Usman, Siddique Latif, Junaid Qadir

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