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Assoc Prof Rajib Rana

Assoc Prof Rajib Rana
Name Rajib Rana
Position Associate Professor (Computer Science)
Section School of Mathematics, Physics and Computing
Office B341
Location Springfield Campus
Phone +61 7 3470 4234
Extension 4234
Email
Qualifications PhD UNSW
Homepage http://www.rajibrana.org
The views expressed on staff homepages may not reflect the views of the University.

Research Career

Fields of Research (FoR)

  • Neural Networks ( 461104 )
  • Natural Language Processing ( 460208 )
  • Speech Recognition ( 460212 )
  • Adversarial Machine Learning ( 461101 )
  • Artificial Intelligence ( 460200 )
  • Deep Learning ( 461103 )
  • Semi- And Unsupervised Learning ( 461106 )
  • Reinforcement Learning ( 461105 )
  • Machine Learning ( 461100 )
  • Speech Production ( 460211 )

USQ Research affiliations

  • Institute for Resilient Regions (IRR)
  • Centre for Health Sciences Research (CHSR)

Publications



Publications in ePrints

Rajapakshe, Thejan ORCID: https://orcid.org/0000-0003-3156-3327 and Rana, RajibORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Liu, Jiajun and Schuller, Bjorn W (2022) A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. In: 2022 Australasian Computer Science Week (ACSW 2022), 14 Feb - 17 Feb 2022, Brisbane, Australia.

Zhou, Kun and Sisman, Berrak and Rana, RajibORCID: https://orcid.org/0000-0002-0506-2409 and Schuller, Bjorn W. and Li, Haizhou (2022) Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Transactions on Affective Computing. pp. 1-18.

Latif, Siddique and Rana, RajibORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Jurdak, Raja and Epps, Julien and Schuller, Bjorn W. (2022) Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Transactions on Affective Computing, 13 (2). pp. 992-1004.

Latif, Siddique and Rana, RajibORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Jurdak, Raja and Schuller, Bjorn (2022) Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Transactions on Affective Computing. pp. 1-15.

Dissanayake, Vipula and Seneviratne, Sachith and Rana, RajibORCID: https://orcid.org/0000-0002-0506-2409 and Wen, Elliot and Kaluarachchi, Tharindu and Nanayakkara, Suranga (2022) SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning. IEEE Access, 10. pp. 18105-18120.

View full listing in ePrints

Supervision

Research supervisor in the area of:

  • Neural Networks ( 461104 )
  • Natural Language Processing ( 460208 )
  • Speech Recognition ( 460212 )
  • Adversarial Machine Learning ( 461101 )
  • Artificial Intelligence ( 460200 )
  • Deep Learning ( 461103 )
  • Semi- And Unsupervised Learning ( 461106 )
  • Reinforcement Learning ( 461105 )
  • Machine Learning ( 461100 )
  • Speech Production ( 460211 )