Rajib Rana

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Emotion Recognition

Source Localization

Reinforcement Learning

Top Venues

IEEE Trans. Affect. Comput.

Publications

Ali Ezati, Mohammadreza Dezyani, Rajib Rana, Roozbeh Rajabi, Ahmad Ayatollahi
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition. CoRR (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. IEEE Access 12 (2024)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition. CoRR (2024)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
Survey of Deep Representation Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (2) (2023)
Chung Soo Ahn, Jagath C. Rajapakse, Rajib Rana
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation. CoRR (2023)
Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Kathryn Turner
Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review. Comput. Biol. Medicine 155 (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. 14 (1) (2023)
Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. Trans. Assoc. Comput. Linguistics 11 (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (4) (2023)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller
Improving Speech Emotion Recognition Performance using Differentiable Architecture Search. CoRR (2023)
Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Kathryn Turner
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review. CoRR (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Speech Synthesis With Mixed Emotions. IEEE Trans. Affect. Comput. 14 (4) (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition. CoRR (2022)
Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi, Rajib Rana, Suranga Nanayakkara
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. CoRR (2022)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Jiajun Liu, Björn W. Schuller
A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. ACSW (2022)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. CoRR (2022)
Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR (2022)
Vipula Dissanayake, Sachith Seneviratne, Rajib Rana, Elliott Wen, Tharindu Kaluarachchi, Suranga Nanayakkara
SigRep: Toward Robust Wearable Emotion Recognition With Contrastive Representation Learning. IEEE Access 10 (2022)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Speech Synthesis with Mixed Emotions. CoRR (2022)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa
Domain Adapting Speech Emotion Recognition modals to real-world scenario with Deep Reinforcement Learning. CoRR (2022)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. CoRR (2022)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 13 (2) (2022)
Wanli Xue, Chengwen Luo, Yiran Shen, Rajib Rana, Guohao Lan, Sanjay Jha, Aruna Seneviratne, Wen Hu
Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things. IEEE Trans. Mob. Comput. 20 (10) (2021)
Kazi Nazmul Haque, Rajib Rana, Jiajun Liu, John H. L. Hansen, Nicholas Cummins, Carlos Busso, Björn W. Schuller
Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Björn W. Schuller, Jiajun Liu
A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. CoRR (2021)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition. CoRR (2020)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends. CoRR (2020)
Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder. CoRR (2020)
Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. INTERSPEECH (2020)
Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder. IEEE Access 8 (2020)
Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. CoRR (2020)
Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data. CoRR (2020)
Siddique Latif, Sara Khalifa, Rajib Rana, Raja Jurdak
Poster Abstract: Federated Learning for Speech Emotion Recognition Applications. IPSN (2020)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition. INTERSPEECH (2020)
Thejan Rajapakshe, Siddique Latif, Rajib Rana, Sara Khalifa, Björn W. Schuller
Deep Reinforcement Learning with Pre-training for Time-efficient Training of Automatic Speech Recognition. CoRR (2020)
Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR (2019)
Rajib Rana, Siddique Latif, Raj Gururajan, Anthony Gray, Geraldine Mackenzie, Gerald Michael Humphris, Jeff Dunn
Automated Screening for Distress: A Perspective for the Future. CoRR (2019)
Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller
Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition. CoRR (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. CoRR (2019)
Kazi Nazmul Haque, Siddique Latif, Rajib Rana
Disentangled Representation Learning with Information Maximizing Autoencoder. CoRR (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH (2019)
Siddique Latif, Rajib Rana, Junaid Qadir
Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness. CoRR (2018)
Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR (2018)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR (2018)
Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris
A Novel Framework for Distress Detection through an Automated Speech Processing System. WI (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH (2018)
Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana
Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention. CoRR (2018)
Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana
Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR (2018)
Sajib Saha, Yakov Nesterets, Rajib Rana, Murat Tahtali, Frank de Hoog, Timur Gureyev
EEG source localization using a sparsity prior based on Brodmann areas. Int. J. Imaging Syst. Technol. 27 (4) (2017)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR (2017)
Junaid Qadir, Muhammad Mujeeb-U.-Rahman, Mubashir Husain Rehmani, Al-Sakib Khan Pathan, Muhammad Ali Imran, Amir Hussain, Rajib Rana, Bin Luo
IEEE Access Special Section Editorial: Health Informatics for the Developing World. IEEE Access 5 (2017)
Siddiq Latif, Rajib Rana, Junaid Qadir, Anwaar Ali, Muhammad Ali Imran, Muhammad Shahzad Younis
Mobile Health in the Developing World: Review of Literature and Lessons From a Case Study. IEEE Access 5 (2017)
Sajib Saha, Rajib Rana, Yakov Nesterets, Murat Tahtali, Frank de Hoog, Timur Gureyev
Evaluating the performance of BSBL methodology for EEG source localization on a realistic head model. Int. J. Imaging Syst. Technol. 27 (1) (2017)
Rajib Rana
Poster: Context-driven Mood Mining. MobiSys (Companion Volume) (2016)
Rajib Rana
Emotion Classification from Noisy Speech - A Deep Learning Approach. CoRR (2016)
Rajib Rana
Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech. CoRR (2016)
Sajib Saha, Frank de Hoog, Yakov Nesterets, Rajib Rana, Murat Tahtali, Timur E. Gureyev
Sparse Bayesian Learning for EEG Source Localization. CoRR (2015)
Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
Continuous Gait Velocity Estimation using Houseohld Motion Detectors. CoRR (2014)
Qing Zhang, Mohan Karunanithi, Rajib Rana, Jiajun Liu
Determination of Activities of Daily Living of independent living older people using environmentally placed sensors. EMBC (2013)
Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
Passive In-home Estimation of Gait Velocity From Motion Sensors. CoRR (2013)
Sien W. Chew, Rajib Rana, Patrick Lucey, Simon Lucey, Sridha Sridharan
Sparse Temporal Representations for Facial Expression Recognition. PSIVT (2) (2011)