Rajib Rana - RankMe

73 papers A 5B 1Journal 62Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers. CoRR Elias Hossain, Shubhashis Roy Dipta, Subash Neupane, Rajib Rana, Ravid Shwartz-Ziv, Ivan Garibay, Niloofar Yousefi
2025	J	`jnl`	Dual-phase neural networks for feature extraction and ensemble learning for recognizing human health activities. Appl. Soft Comput. Joy Dhar, Kapil Rana, Puneet Goyal, Azadeh Alavi, Rajib Rana, Bao Quoc Vo, Sudeepta Mishra, Sajib Mistry
2025	J	`jnl`	FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification. CoRR Jun Bai, Rajib Rana, Di Wu, Youyang Qu, Xiaohui Tao, Ji Zhang
2025	J	`jnl`	Improving Speech Emotion Recognition with Mutual Information Regularized Generative Model. CoRR Chung Soo Ahn, Rajib Rana, Sunil Sivadas, Carlos Busso, Jagath C. Rajapakse
2025	J	`jnl`	MedBayes-Lite: Bayesian Uncertainty Quantification for Safe Clinical Decision Support. CoRR Elias Hossain, Md Mehedi Hasan Nipu, Maleeha Sheikh, Rajib Rana, Subash Neupane, Niloofar Yousefi
2025	J	`jnl`	Multitask Transformer for Cross-Corpus Speech Emotion Recognition. IEEE Trans. Affect. Comput. Chung Soo Ahn, Rajib Rana, Carlos Busso, Jagath C. Rajapakse
2025	J	`jnl`	Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition. CoRR Thejan Rajapakshe, Rajib Rana, Farina Riaz, Sara Khalifa, Björn W. Schuller
2024	J	`jnl`	A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition. CoRR Ali Ezati, Mohammadreza Dezyani, Rajib Rana, Roozbeh Rajabi, Ahmad Ayatollahi
2024	J	`jnl`	Domain Adapting Deep Reinforcement Learning for Real-World Speech Emotion Recognition. IEEE Access Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Björn W. Schuller
2024	J	`jnl`	Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning. CoRR Rajib Rana, Niall Higgins, Kazi Nazmul Haque, John Reilly, Kylie Burke, Kathryn Turner, Terry Stedman
2024	J	`jnl`	Raw Audio Classification with Cosine Convolutional Neural Network (CosCovNN). CoRR Kazi Nazmul Haque, Rajib Rana, Tasnim Jarin, Björn W. Schuller
2024	J	`jnl`	emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition. CoRR Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
2024	J	`jnl`	emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. IEEE Access Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller, Carlos Busso
2023	J	`jnl`	Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
2023	J	`jnl`	Improving Speech Emotion Recognition Performance using Differentiable Architecture Search. CoRR Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller
2023	J	`jnl`	Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. Trans. Assoc. Comput. Linguistics Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara
2023	J	`jnl`	Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation. CoRR Chung Soo Ahn, Jagath C. Rajapakse, Rajib Rana
2023	J	`jnl`	Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review. CoRR Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Kathryn Turner
2023	J	`jnl`	Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review. Comput. Biol. Medicine Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Kathryn Turner
2023	J	`jnl`	Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	Speech Synthesis With Mixed Emotions. IEEE Trans. Affect. Comput. Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
2023	J	`jnl`	Survey of Deep Representation Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
2022	—	`conf`	A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. ACSW Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Jiajun Liu, Björn W. Schuller
2022	J	`jnl`	AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
2022	J	`jnl`	Domain Adapting Speech Emotion Recognition modals to real-world scenario with Deep Reinforcement Learning. CoRR Thejan Rajapakshe, Rajib Rana, Sara Khalifa
2022	J	`jnl`	Emotion Intensity and its Control for Emotional Voice Conversion. CoRR Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
2022	J	`jnl`	Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. CoRR Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi, Rajib Rana, Suranga Nanayakkara
2022	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
2022	J	`jnl`	Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2022	J	`jnl`	Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2022	J	`jnl`	SigRep: Toward Robust Wearable Emotion Recognition With Contrastive Representation Learning. IEEE Access Vipula Dissanayake, Sachith Seneviratne, Rajib Rana, Elliott Wen, Tharindu Kaluarachchi, Suranga Nanayakkara
2022	J	`jnl`	Speech Synthesis with Mixed Emotions. CoRR Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
2021	J	`jnl`	A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. CoRR Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Björn W. Schuller, Jiajun Liu
2021	J	`jnl`	Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. IEEE ACM Trans. Audio Speech Lang. Process. Kazi Nazmul Haque, Rajib Rana, Jiajun Liu, John H. L. Hansen, Nicholas Cummins, Carlos Busso, Björn W. Schuller
2021	J	`jnl`	Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things. IEEE Trans. Mob. Comput. Wanli Xue, Chengwen Luo, Yiran Shen, Rajib Rana, Guohao Lan, Sanjay Jha, Aruna Seneviratne, Wen Hu
2020	A	`conf`	Augmenting Generative Adversarial Networks for Speech Emotion Recognition. INTERSPEECH Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Augmenting Generative Adversarial Networks for Speech Emotion Recognition. CoRR Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	A	`conf`	Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition. INTERSPEECH Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Deep Reinforcement Learning with Pre-training for Time-efficient Training of Automatic Speech Recognition. CoRR Thejan Rajapakshe, Siddique Latif, Rajib Rana, Sara Khalifa, Björn W. Schuller
2020	J	`jnl`	Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
2020	J	`jnl`	Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data. CoRR Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
2020	J	`jnl`	High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder. IEEE Access Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
2020	J	`jnl`	High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder. CoRR Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller
2020	—	`conf`	Poster Abstract: Federated Learning for Speech Emotion Recognition Applications. IPSN Siddique Latif, Sara Khalifa, Rajib Rana, Raja Jurdak
2019	J	`jnl`	Automated Screening for Distress: A Perspective for the Future. CoRR Rajib Rana, Siddique Latif, Raj Gururajan, Anthony Gray, Geraldine Mackenzie, Gerald Michael Humphris, Jeff Dunn
2019	A	`conf`	Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Direct Modelling of Speech Emotion from Raw Speech. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Disentangled Representation Learning with Information Maximizing Autoencoder. CoRR Kazi Nazmul Haque, Siddique Latif, Rajib Rana
2019	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition. CoRR Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller
2018	B	`conf`	A Novel Framework for Distress Detection through an Automated Speech Processing System. WI Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris
2018	J	`jnl`	Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	J	`jnl`	Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness. CoRR Siddique Latif, Rajib Rana, Junaid Qadir
2018	J	`jnl`	Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	J	`jnl`	Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	J	`jnl`	Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention. CoRR Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana
2018	A	`conf`	Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	A	`conf`	Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
2017	J	`jnl`	EEG source localization using a sparsity prior based on Brodmann areas. Int. J. Imaging Syst. Technol. Sajib Saha, Yakov Nesterets, Rajib Rana, Murat Tahtali, Frank de Hoog, Timur Gureyev
2017	J	`jnl`	Evaluating the performance of BSBL methodology for EEG source localization on a realistic head model. Int. J. Imaging Syst. Technol. Sajib Saha, Rajib Rana, Yakov Nesterets, Murat Tahtali, Frank de Hoog, Timur Gureyev
2017	J	`jnl`	IEEE Access Special Section Editorial: Health Informatics for the Developing World. IEEE Access Junaid Qadir, Muhammad Mujeeb-U.-Rahman, Mubashir Husain Rehmani, Al-Sakib Khan Pathan, Muhammad Ali Imran, Amir Hussain, Rajib Rana, Bin Luo
2017	J	`jnl`	Mobile Health in the Developing World: Review of Literature and Lessons From a Case Study. IEEE Access Siddiq Latif, Rajib Rana, Junaid Qadir, Anwaar Ali, Muhammad Ali Imran, Muhammad Shahzad Younis
2017	J	`jnl`	Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
2016	J	`jnl`	Emotion Classification from Noisy Speech - A Deep Learning Approach. CoRR Rajib Rana
2016	J	`jnl`	Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech. CoRR Rajib Rana
2016	—	`conf`	Poster: Context-driven Mood Mining. MobiSys (Companion Volume) Rajib Rana
2015	J	`jnl`	Sparse Bayesian Learning for EEG Source Localization. CoRR Sajib Saha, Frank de Hoog, Yakov Nesterets, Rajib Rana, Murat Tahtali, Timur E. Gureyev
2014	J	`jnl`	Continuous Gait Velocity Estimation using Houseohld Motion Detectors. CoRR Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
2013	—	`conf`	Determination of Activities of Daily Living of independent living older people using environmentally placed sensors. EMBC Qing Zhang, Mohan Karunanithi, Rajib Rana, Jiajun Liu
2013	J	`jnl`	Passive In-home Estimation of Gait Velocity From Motion Sensors. CoRR Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
2011	—	`conf`	Sparse Temporal Representations for Facial Expression Recognition. PSIVT (2) Sien W. Chew, Rajib Rana, Patrick Lucey, Simon Lucey, Sridha Sridharan