Pulkit Sharma

David A. Clifton

IEEE J. Biomed. Health Informatics, 2022

Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information?

[BibT_eX]

[DOI]

Anshul Thakur

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

2021

Improving Generative Modelling in VAEs Using Multimodal Prior.

[BibT_eX]

[DOI]

Arijit Patra

IEEE Trans. Multim., 2021

Neural network and NLP based chatbot for answering COVID-19 queries.

[BibT_eX]

[DOI]

Int. J. Intell. Eng. Informatics, 2021

2020

Deep Interpretable Early Warning System for the Detection of Clinical Deterioration.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Learning Hierarchy Aware Embedding From Raw Audio for Acoustic Scene Classification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

A Geometric Approach to Archetypal Analysis via Sparse Projections.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter.

[BibT_eX]

[DOI]

Shezan Rohinton Mirzan

Proceedings of the Advances in Conceptual Modeling, 2020

2019

Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality.

[BibT_eX]

[DOI]

Farah E. Shamout

David A. Clifton

CoRR, 2019

CONV-codes: Audio Hashing for Bird Species Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Reducing footprint of unit selection based text-to-speech system using compressed sensing and sparse representation.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2018

Sparse coding based features for speech units classification.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2018

Water quality information dissemination at real-time in South Africa using language modelling.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Convex Representations: Feature Representations for Bioacoustics Classification.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM.

[BibT_eX]

[DOI]

Anshul Thakur

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Compressed Convex Spectral Embedding for Bird Species Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep-Sparse-Representation-Based Features for Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Rényi entropy based mutual information for semi-supervised bird vocalization segmentation.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Fast exemplar selection algorithm for matrix approximation and representation: A variant oASIS algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Class specific GMM based sparse feature for speech units classification.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Archetypal analysis based sparse convex sequence kernel for bird activity detection.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Greedy double sparse dictionary learning for sparse representation of speech signals.

[BibT_eX]

[DOI]

Speech Commun., 2016

Greedy dictionary learning for kernel sparse representation based classifier.

[BibT_eX]

[DOI]

Pierre-Yves Gousenbourger

Pattern Recognit. Lett., 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).

[BibT_eX]

[DOI]

Francesco Caltagirone

Valerio Cambareri

Cecile Chenot

Vladimir S. Crnojevic

Carlos A. Gomez Gonzalez

Adriana Gonzalez

Mads Græsbøll Christensen

Tobias Lindstrøm Jensen

Andre Manoel

Hassan Mansour

Ali Mohammad-Djafari

Amirafshar Moshtaghpour

Fred Maurice Ngolè Mboula

CoRR, 2016

Modeling and yield estimation of SRAM sub-system for different capacities subjected to parametric variations.

[BibT_eX]

[DOI]

Anil Kumar Gundu

Mohammad S. Hashmi

Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

Quantification of figures of merit of 7T and 8T SRAM cells in subthreshold region and their comparison with the conventional 6T SRAM cell.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

A novel design of a Dual Functionality Read-Write driver for SRAM.

[BibT_eX]

[DOI]

Mohammad S. Hashmi

Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

Fast and robust FMRI unmixing using hierarchical dictionary learning.

[BibT_eX]

[DOI]

Shahrooz Faghih Roohi

Ashraf A. Kassim

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Speech emotion recognition using kernel sparse representation based classifier.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Making sense of randomness: Fast signal recovery from compressive samples.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Voiced/nonvoiced detection in compressively sensed speech signals.

[BibT_eX]

[DOI]

Speech Commun., 2015

Making sense of randomness: an approach for fast recovery of compressively sensed signals.

[BibT_eX]

[DOI]

CoRR, 2015

Supervised speech enhancement using compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the Twenty First National Conference on Communications, 2015

Compressed sensing for unit selection based speech synthesis.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Radio model for sector coded transmission protocol.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Wireless and Optical Communications Networks, 2014

2013

Individual vs cooperative spectrum sensing for Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Wireless and Optical Communications Networks, 2013

Optimized cluster head selection & rotation for cooperative spectrum sensing in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Wireless and Optical Communications Networks, 2013

Speech enhancement using compressed sensing.

[BibT_eX]

[DOI]