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Vinayak Abrol, Ph.D

Affiliations: 
2013-2018 SCEE IIT, Mandi, India 
 2018-2018 Speech Processing Group IDIAP Research Institute, Martigny, Valais, Switzerland 
 2018-2020 Mathematical Institute University of Oxford, Oxford, United Kingdom 
 2021- Computer Science and Engineering IIIT Delhi 
Area:
Machine Learning, Speech Signal Processing, Sparse Representations, Digital Signal Processing, Pattern Recognition
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Parents

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Narendra Karmakar research assistant (Computer Science Tree)
Anil  Kumar Sao grad student 2013- Indian Institute of Technology, Mandi, India
Mathew Magimai Doss post-doc 2018-2018 IDIAP Research Institute
Jared Tanner post-doc 2018-2019 Oxford

Children

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Suryaka Suresh research assistant 2022- IIIT Delhi
Vishal Kumar grad student 2022- IIIT Delhi

Collaborators

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Pulkit Sharma collaborator 2013- Indian Institute of Technology, Mandi, India
BETA: Related publications

Publications

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Thakur A, Abrol V, Sharma P, et al. (2022) Incremental Trainable Parameter Selection in Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems
Sharma P, Shamout FE, Abrol V, et al. (2021) Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data. Ieee Journal of Biomedical and Health Informatics
Abrol V, Sharma P, Patra A. (2020) Improving Generative Modelling in VAEs using Multimodal Prior Ieee Transactions On Multimedia. 1-1
Thakur A, Abrol V, Sharma P, et al. (2018) Local compressed convex spectral embedding for bird species identification. The Journal of the Acoustical Society of America. 143: 3819
Sharma P, Abrol V, Nivedita, et al. (2018) Reducing footprint of unit selection based text-to-speech system using compressed sensing and sparse representation Computer Speech & Language. 52: 191-208
Sharma P, Abrol V, Sao AK. (2017) Deep-Sparse-Representation-Based Features for Speech Recognition Ieee/Acm Transactions On Audio, Speech, and Language Processing. 25: 2162-2175
Arora D, Sharma N, Sharma V, et al. (2016) An update on polysaccharide-based nanomaterials for antimicrobial applications. Applied Microbiology and Biotechnology
Sharma P, Abrol V, Sao AK. (2016) Learned dictionaries for sparse representation based unit selection speech synthesis 2016 22nd National Conference On Communication, Ncc 2016
Abrol V, Sharma P, Sao A. (2016) Greedy double sparse dictionary learning for sparse representation of speech signals Speech Communication. 85: 71-82
Abrol V, Sharma P, Sao AK. (2016) Greedy dictionary learning for kernel sparse representation based classifier Pattern Recognition Letters. 78: 64-69
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