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Rajib Kumar Rana
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2020 – today
- 2024
[j20]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: 110492-110503 (2024)- [i43]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 abs/2403.14083 (2024) - [i42]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 abs/2403.14318 (2024) - 2023
- [j19]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: 106649 (2023) - [j18]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: 1-17 (2023) - [j17]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): 31-48 (2023) - [j16]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): 1634-1654 (2023) - [j15]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): 1912-1926 (2023) - [j14]Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li:
Speech Synthesis With Mixed Emotions. IEEE Trans. Affect. Comput. 14(4): 3120-3134 (2023) - [j13]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): 3164-3176 (2023) - [i41]Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller:
Improving Speech Emotion Recognition Performance using Differentiable Architecture Search. CoRR abs/2305.14402 (2023) - [i40]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 abs/2306.12834 (2023) - [i39]Chung Soo Ahn, Jagath C. Rajapakse, Rajib Rana:
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation. CoRR abs/2310.04703 (2023) - 2022
- [j12]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: 18105-18120 (2022) - [j11]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): 992-1004 (2022) - [c23]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: 96-105 - [i38]Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li:
Emotion Intensity and its Control for Emotional Voice Conversion. CoRR abs/2201.03967 (2022) - [i37]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 abs/2204.08625 (2022) - [i36]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller:
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition. CoRR abs/2207.05298 (2022) - [i35]Thejan Rajapakshe, Rajib Rana, Sara Khalifa:
Domain Adapting Speech Emotion Recognition modals to real-world scenario with Deep Reinforcement Learning. CoRR abs/2207.12248 (2022) - [i34]Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li:
Speech Synthesis with Mixed Emotions. CoRR abs/2208.05890 (2022) - [i33]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 abs/2210.02627 (2022) - [i32]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 abs/2211.07290 (2022) - 2021
- [j10]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: 2575-2590 (2021) - [j9]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): 3049-3065 (2021) - [i31]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 abs/2101.00738 (2021) - 2020
- [j8]Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller:
High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder. IEEE Access 8: 223509-223528 (2020) - [c22]Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller:
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. INTERSPEECH 2020: 521-525 - [c21]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: 2327-2331 - [c20]Siddique Latif, Sara Khalifa, Rajib Rana, Raja Jurdak:
Poster Abstract: Federated Learning for Speech Emotion Recognition Applications. IPSN 2020: 341-342 - [i30]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 abs/2001.00378 (2020) - [i29]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 abs/2003.02836 (2020) - [i28]Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller:
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. CoRR abs/2005.08447 (2020) - [i27]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 abs/2005.08453 (2020) - [i26]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 abs/2005.11172 (2020) - [i25]Kazi Nazmul Haque, Rajib Rana, Björn W. Schuller:
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder. CoRR abs/2006.00877 (2020)
2010 – 2019
- 2019
- [c19]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps:
Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH 2019: 3920-3924 - [i24]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 abs/1902.09944 (2019) - [i23]Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps:
Direct Modelling of Speech Emotion from Raw Speech. CoRR abs/1904.03833 (2019) - [i22]Kazi Nazmul Haque, Siddique Latif, Rajib Rana:
Disentangled Representation Learning with Information Maximizing Autoencoder. CoRR abs/1904.08613 (2019) - [i21]Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps:
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR abs/1907.06078 (2019) - [i20]Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller:
Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition. CoRR abs/1910.11256 (2019) - 2018
- [c18]Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps:
Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH 2018: 257-261 - [c17]Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps:
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH 2018: 3107-3111 - [c16]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: 610-614 - [i19]Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana:
Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention. CoRR abs/1801.05141 (2018) - [i18]Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps:
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR abs/1801.06353 (2018) - [i17]Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana:
Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR abs/1801.08322 (2018) - [i16]Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana:
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR abs/1811.09750 (2018) - [i15]Siddique Latif, Rajib Rana, Junaid Qadir:
Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness. CoRR abs/1811.11402 (2018) - 2017
- [j7]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: 11540-11556 (2017) - [j6]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: 27818-27823 (2017) - [j5]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): 46-56 (2017) - [j4]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): 333-344 (2017) - [c15]Wanli Xue, Chengwen Luo, Guohao Lan, Rajib Kumar Rana, Wen Hu, Aruna Seneviratne:
Kryptein: a compressive-sensing-based encryption scheme for the internet of things. IPSN 2017: 169-180 - [i14]Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps:
Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR abs/1712.08708 (2017) - 2016
- [j3]Rajib Kumar Rana, Margee Hume, John Reilly, Raja Jurdak, Jeffrey Soar:
Opportunistic and Context-Aware Affect Sensing on Smartphones. IEEE Pervasive Comput. 15(2): 60-69 (2016) - [j2]Rajib Kumar Rana, Margee Hume, John Reilly, Sabesan Sivapalan, Jeffrey Soar:
wHealth - Transforming Telehealth Services. EAI Endorsed Trans. Scalable Inf. Syst. 3(8): e6 (2016) - [c14]Ying Su, Rajib Kumar Rana, Frank Whittaker, Jeffrey Soar:
A Model for Automated Affect Recognition on Smartphone-Cloud Architecture. ICOST 2016: 407-414 - [c13]Rajib Rana:
Poster: Context-driven Mood Mining. MobiSys (Companion Volume) 2016: 143 - [c12]Wanli Xue, Chengwen Luo, Rajib Kumar Rana, Wen Hu, Aruna Seneviratne:
CScrypt: A Compressive-Sensing-Based Encryption Engine for the Internet of Things: Demo Abstract. SenSys 2016: 286-287 - [i13]Rajib Rana:
Emotion Classification from Noisy Speech - A Deep Learning Approach. CoRR abs/1603.05901 (2016) - [i12]Rajib Rana:
Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech. CoRR abs/1612.07778 (2016) - 2015
- [j1]Rajib Kumar Rana, Chun Tung Chou, Nirupama Bulusu, Salil S. Kanhere, Wen Hu:
Ear-Phone: A context-aware noise mapping using smart phones. Pervasive Mob. Comput. 17: 1-22 (2015) - [i11]Sajib Saha, Frank de Hoog, Yakov Nesterets, Rajib Rana, Murat Tahtali, Timur E. Gureyev:
Sparse Bayesian Learning for EEG Source Localization. CoRR abs/1501.04621 (2015) - [i10]Rajib Kumar Rana, Margee Hume, John Reilly, Raja Jurdak, Jeffrey Soar:
Transforming knowledge capture in healthcare: Opportunistic and Context-aware affect Sensing on Smartphones. CoRR abs/1502.02796 (2015) - [i9]Rajib Kumar Rana, Margee Hume, John Reilly, Jeffrey Soar:
wHealth - Transforming Telehealth Services. CoRR abs/1506.05543 (2015) - 2014
- [i8]Rajib Kumar Rana, Mingrui Yang, Tim Wark, Chun Tung Chou, Wen Hu:
SimpleTrack: Adaptive Trajectory Compression with Deterministic Projection Matrix for Mobile Sensor Networks. CoRR abs/1404.6151 (2014) - [i7]Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye:
Continuous Gait Velocity Estimation using Houseohld Motion Detectors. CoRR abs/1409.0938 (2014) - [i6]Rajib Kumar Rana, Brano Kusy, Josh Wall, Wen Hu:
Novel Methods for Activity Classification and Occupany Prediction Enabling Fine-grained HVAC Control. CoRR abs/1409.1917 (2014) - [i5]Mohamad Trad, Raja Jurdak, Rajib Kumar Rana:
Guiding Ebola Patients to Suitable Health Facilities: An SMS-based Approach. CoRR abs/1410.3576 (2014) - 2013
- [c11]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: 7044-7047 - [c10]Branislav Kusy, Rajib Kumar Rana, Philip Valencia, Raja Jurdak, Josh Wall:
Experiences with Sensors for Energy Efficiency in Commercial Buildings. REALWSN 2013: 231-243 - [c9]Bo Wei, Mingrui Yang, Yiran Shen, Rajib Kumar Rana, Chun Tung Chou, Wen Hu:
Real-time classification via sparse representation in acoustic sensor networks. SenSys 2013: 21:1-21:14 - [i4]Rajib Kumar Rana, Mingrui Yang, Tim Wark, Chun Tung Chou, Wen Hu:
A Deterministic Construction of Projection matrix for Adaptive Trajectory Compression. CoRR abs/1307.6923 (2013) - [i3]Rajib Kumar Rana, Chun Tung Chou, Nirupama Bulusu, Salil S. Kanhere, Wen Hu:
Ear-Phone: A Context-Aware Noise Mapping using Smart Phones. CoRR abs/1310.4270 (2013) - [i2]Rajib Kumar Rana, Wen Hu, Chun Tung Chou:
Signal Reconstruction from Rechargeable Wireless Sensor Networks using Sparse Random Projections. CoRR abs/1310.4284 (2013) - [i1]Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye:
Passive In-home Estimation of Gait Velocity From Motion Sensors. CoRR abs/1310.4880 (2013) - 2012
- [c8]Bo Wei, Mingrui Yang, Rajib Kumar Rana, Chun Tung Chou, Wen Hu:
Distributed sparse approximation for frog sound classification. IPSN 2012: 105-106 - 2011
- [b1]Rajib Kumar Rana:
Addressing three wireless sensor network challenges using sparse approximation methods. University of New South Wales, Sydney, Australia, 2011 - [c7]Sabesan Sivapalan, Rajib Kumar Rana, Daniel Chen, Sridha Sridharan, Simon Denman, Clinton Fookes:
Compressive Sensing for Gait Recognition. DICTA 2011: 567-571 - [c6]Rajib Kumar Rana, Wen Hu, Tim Wark, Chun Tung Chou:
An Adaptive Algorithm for Compressive Approximation of Trajectory (AACAT) for Delay Tolerant Networks. EWSN 2011: 33-48 - [c5]Sien W. Chew, Rajib Rana, Patrick Lucey, Simon Lucey, Sridha Sridharan:
Sparse Temporal Representations for Facial Expression Recognition. PSIVT (2) 2011: 311-322 - 2010
- [c4]Rajib Kumar Rana, Wen Hu, Chun Tung Chou:
Energy-Aware Sparse Approximation Technique (EAST) for Rechargeable Wireless Sensor Networks. EWSN 2010: 306-321 - [c3]Rajib Kumar Rana, Chun Tung Chou, Salil S. Kanhere, Nirupama Bulusu, Wen Hu:
Ear-phone: an end-to-end participatory urban noise mapping system. IPSN 2010: 105-116
2000 – 2009
- 2009
- [c2]Chun Tung Chou, Rajib Kumar Rana, Wen Hu:
Energy efficient information collection in wireless sensor networks using adaptive compressive sensing. LCN 2009: 443-450 - [c1]Rajib Kumar Rana, Chun Tung Chou, Salil S. Kanhere, Nirupama Bulusu, Wen Hu:
Ear-Phone assessment of noise pollution with mobile phones. SenSys 2009: 395-396
Coauthor Index
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last updated on 2024-11-15 20:38 CET by the dblp team
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