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A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition


Jan 31, 2021
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Björn W. Schuller, Jiajun Liu


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High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder


Jun 01, 2020
Kazi Nazmul Haque, Rajib Rana, Björn W Schuller


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Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data


Mar 05, 2020
Kazi Nazmul Haque, Rajib Rana, Björn Schuller

* 10 pages 

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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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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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Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention


Jan 16, 2018
Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana


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Sparse Bayesian Learning for EEG Source Localization


Jan 19, 2015
Sajib Saha, Frank de Hoog, Ya. I. Nesterets, Rajib Rana, M. Tahtali, T. E. Gureyev

* arXiv admin note: substantial text overlap with arXiv:1406.2434 

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Novel Methods for Activity Classification and Occupany Prediction Enabling Fine-grained HVAC Control


Sep 05, 2014
Rajib Rana, Brano Kusy, Josh Wall, Wen Hu


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