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Pulkit Sharma
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Deep interpretable early warning system for the detection of clinical deterioration
FE Shamout, T Zhu, P Sharma, PJ Watkinson, DA Clifton
IEEE journal of biomedical and health informatics 24 (2), 437-446, 2019
672019
Deep-sparse-representation-based features for speech recognition
P Sharma, V Abrol, AK Sao
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (11 …, 2017
422017
Preserving patient privacy while training a predictive model of in-hospital mortality
P Sharma, FE Shamout, DA Clifton
arXiv preprint arXiv:1912.00354, 2019
292019
Greedy dictionary learning for kernel sparse representation based classifier
V Abrol, P Sharma, AK Sao
Pattern Recognition Letters 78, 64-69, 2016
252016
Evaluating performance of compressed sensing for speech signals
V Abrol, P Sharma, S Budhiraja
2013 3rd IEEE International Advance Computing Conference (IACC), 1159-1164, 2013
252013
Voiced/nonvoiced detection in compressively sensed speech signals
V Abrol, P Sharma, AK Sao
Speech Communication 72, 194-207, 2015
232015
Learning hierarchy aware embedding from raw audio for acoustic scene classification
V Abrol, P Sharma
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1964-1973, 2020
222020
Sparse coding based features for speech units classification
P Sharma, V Abrol, AD Dileep, AK Sao
Computer Speech & Language 47, 333-350, 2018
212018
Dynamic neural graphs based federated reptile for semi-supervised multi-tasking in healthcare applications
A Thakur, P Sharma, DA Clifton
IEEE Journal of Biomedical and Health Informatics 26 (4), 1761-1772, 2021
172021
Compressed convex spectral embedding for bird species classification
A Thakur, V Abrol, P Sharma, P Rajan
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
172018
Speech enhancement using compressed sensing.
V Abrol, P Sharma, AK Sao
Interspeech, 3274-3278, 2013
172013
Greedy double sparse dictionary learning for sparse representation of speech signals
V Abrol, P Sharma, AK Sao
Speech Communication 85, 71-82, 2016
162016
Optimized cluster head selection & rotation for cooperative spectrum sensing in cognitive radio networks
P Sharma, V Abrol
2013 Tenth International Conference on Wireless and Optical Communications …, 2013
152013
Deep Convex Representations: Feature Representations for Bioacoustics Classification.
A Thakur, V Abrol, P Sharma, P Rajan
Interspeech, 2127-2131, 2018
132018
Archetypal analysis based sparse convex sequence kernel for bird activity detection
V Abrol, P Sharma, A Thakur, P Rajan, AD Dileep, AK Sao
2017 25th European Signal Processing Conference (EUSIPCO), 1774-1778, 2017
122017
Rényi entropy based mutual information for semi-supervised bird vocalization segmentation
A Thakur, V Abrol, P Sharma, P Rajan
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
112017
Deterministic compressed-sensing matrix from grassmannian matrix: Application to speech processing
V Abrol, P Sharma, S Budhiraja
2013 3rd IEEE International Advance Computing Conference (IACC), 1165-1170, 2013
112013
Data pre-processing using neural processes for modeling personalized vital-sign time-series data
P Sharma, FE Shamout, V Abrol, DA Clifton
IEEE Journal of Biomedical and Health Informatics 26 (4), 1528-1537, 2021
102021
A geometric approach to archetypal analysis via sparse projections
V Abrol, P Sharma
International Conference on Machine Learning, 42-51, 2020
92020
Reducing footprint of unit selection based text-to-speech system using compressed sensing and sparse representation
P Sharma, V Abrol, AK Sao
Computer Speech & Language 52, 191-208, 2018
92018
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