Deepa Gupta

Orcid: 0000-0002-1041-5125

According to our database1, Deepa Gupta authored at least 83 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Development of a diacritic-aware large vocabulary automatic speech recognition for Hausa language.
Int. J. Speech Technol., September, 2024

The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant.
J. Am. Medical Informatics Assoc., 2024

Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries.
IEEE Access, 2024

2023
AGRONER: An unsupervised agriculture named entity recognition using weighted distributional semantic model.
Expert Syst. Appl., November, 2023

Brain Connectivity Signature Extractions from TMS Invoked EEGs.
Sensors, 2023

The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant.
CoRR, 2023

Dementia Speech Dataset Creation and Analysis in Indic Languages - A Pilot Study.
IEEE Access, 2023

Semi-Supervised Bootstrapped Syntax-Semantics-Based Approach for Agriculture Relation Extraction for Knowledge Graph Creation and Reasoning.
IEEE Access, 2023

Fake News Detection Using Deep Learning and Transformer-Based Model.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

An Empirical Analysis of Relationship between Economic Growth and Freedom: A Cross Country Study using Machine Learning Approach.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Cyberbullying Text Classification for Social Media Data Using Embedding And Deep Learning Approaches.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Exploration of the Impact of Remote work and Online Education on Visual Health during the COVID-19 using Machine Learning Approaches.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022
Optimized cancer detection on various magnified histopathological colon images based on DWT features and FCM clustering.
Turkish J. Electr. Eng. Comput. Sci., January, 2022

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures.
Sensors, 2022

An enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis.
Knowl. Based Syst., 2022

Fusion of spectral and prosody modelling for multilingual speech emotion conversion.
Knowl. Based Syst., 2022

Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends.
IET Commun., 2022

A reinforced active learning approach for optimal sampling in aspect term extraction for sentiment analysis.
Expert Syst. Appl., 2022

6G enabled federated learning for secure IoMT resource recommendation and propagation analysis.
Comput. Electr. Eng., 2022

Technology & HealthCare in the Coming Era.
Proceedings of the 7th International Conference on Computing, Communication and Security, 2022

Reordering Based Unsupervised Neural Machine Translation system for English To Telugu.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

Unsupervised Neural Machine Translation for English to Kannada Using Pre-Trained Language Model.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

Telugu Paraphrase Detection Using Siamese Network.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

Quora Question Pairs Identification and Insincere Questions Classification.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

A Study on Named Entity Recognition with Different Word Embeddings on GMB Dataset using Deep Learning Pipelines.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

Tamil Speech Recognition Using XLSR Wav2Vec2.0 & CTC Algorithm.
Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

A Reinforced Active Learning Sampling for Cybersecurity NER Data Annotation.
Proceedings of the OITS International Conference on Information Technology, 2022

Neural Machine Translation for Kashmiri to English and Hindi using Pre-trained Embeddings.
Proceedings of the OITS International Conference on Information Technology, 2022

Automate Descriptive Answer Grading using Reference based Models.
Proceedings of the OITS International Conference on Information Technology, 2022

Abstractive Summarization of Indian Legal Judgments.
Proceedings of the OITS International Conference on Information Technology, 2022

Semi Supervised Approach for Relation Extraction in Agriculture Documents.
Proceedings of the OITS International Conference on Information Technology, 2022

Natural Question Generation using Transformers and Reinforcement Learning.
Proceedings of the OITS International Conference on Information Technology, 2022

2021
LEDA-Localized-EEG Dynamics Analyzer: a MATLAB-Based Innovative Toolbox for Analysis of EEG Source Dynamics.
J. Signal Process. Syst., 2021

Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification.
Sensors, 2021

A rule based approach for aspect extraction in hindi reviews.
J. Intell. Fuzzy Syst., 2021

Investigation of automatic mixed-lingual affective state recognition system for diverse Indian languages.
J. Intell. Fuzzy Syst., 2021

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM.
J. Intell. Fuzzy Syst., 2021

A Simple Speech Production System Based on Formant Estimation of a Tongue Articulatory System Using Human Tongue Orientation.
IEEE Access, 2021

2020
Automated genre-based multi-domain sentiment lexicon adaptation using unlabeled data.
J. Intell. Fuzzy Syst., 2020

Speaker-independent expressive voice synthesis using learning-based hybrid network model.
Int. J. Speech Technol., 2020

IET Image Processing.
IET Image Process., 2020

Emotional Voice Conversion Using a Hybrid Framework With Speaker-Adaptive DNN and Particle-Swarm-Optimized Neural Network.
IEEE Access, 2020

Unsupervised Genre-Based Multidomain Sentiment Lexicon Learning Using Corpus-Generated Polarity Seed Words.
IEEE Access, 2020

2019
Affective state recognition using audio cues.
J. Intell. Fuzzy Syst., 2019

Prosodic transformation in vocal emotion conversion for multi-lingual scenarios: a pilot study.
Int. J. Speech Technol., 2019

Enhanced speech emotion detection using deep neural networks.
Int. J. Speech Technol., 2019

Hybrid Framework for Speaker-Independent Emotion Conversion Using i-Vector PLDA and Neural Network.
IEEE Access, 2019

Emotion Conversion in Telugu using Constrained Variance GMM and Continuous Wavelet Transform-$F_{0}$.
Proceedings of the TENCON 2019, 2019

TMS-EEG based Source Localized Connectivity Signature Extraction by using Unsupervised Machine Learning.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Deep Learning Model for Text Recognition in Images.
Proceedings of the 10th International Conference on Computing, 2019

A Supervised Approach to Aspect Term Extraction Using Minimal Robust Features for Sentiment Analysis.
Proceedings of the Progress in Advanced Computing and Intelligent Engineering, 2019

Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques.
Proceedings of the Progress in Advanced Computing and Intelligent Engineering, 2019

2018
Integrating syntax-semantic-based text analysis with structural and citation information for scientific plagiarism detection.
J. Assoc. Inf. Sci. Technol., 2018

Unmasking text plagiarism using syntactic-semantic based natural language processing techniques: Comparisons, analysis and challenges.
Inf. Process. Manag., 2018

Comparison of different Acoustic Models for Kannada language using Kaldi Toolkit.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Multilingual Text Detection and Identification from Indian Signage Boards.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Characteristics of 'Escaping' and 'Falling into' Poverty in India: An Analysis of IHDS Panel Data using machine learning approach.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

2017
Text plagiarism classification using syntax based linguistic features.
Expert Syst. Appl., 2017

Detection of idea plagiarism using syntax-Semantic concept extractions with genetic algorithm.
Expert Syst. Appl., 2017

A learning method for coreference resolution using semantic role labeling features.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

A graph-based relation extraction method for question answering system.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

Recognition of multilingual text from signage boards.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

Characteristics and causes of malnutrition across Indian states: A cluster analysis based on Indian demographic and health survey data.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016
ASE@DPIL-FIRE2016: Hindi Paraphrase Detection using Natural Language Processing Techniques & Semantic Similarity Computations.
Proceedings of the Working notes of FIRE 2016, 2016

2015
Multi-view Robotic Time Series Data Clustering and Analysis Using Data Mining Techniques.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

Investigating the impact of combined similarity metrics and POS tagging in extrinsic text plagiarism detection system.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

Exploring sentiment analysis on twitter data.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

Efficient Paragraph based Chunking and Download Filtering for Plagiarism Source Retrieval.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Using Natural Language Processing techniques and fuzzy-semantic similarity for automatic external plagiarism detection.
Proceedings of the 2014 International Conference on Advances in Computing, 2014

Learning domain-specific and domain-independent opinion oriented lexicons using multiple domain knowledge.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

2013
Experimentation and Analysis of Time Series Data for Rescue Robotics.
Proceedings of the Recent Advances in Intelligent Informatics, 2013

Identifying the best feature combination for sentiment analysis of customer reviews.
Proceedings of the International Conference on Advances in Computing, 2013

2012
Analysis of multimodal time series data of robotic environment.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2010
Boundary-Conforming Discontinuous Galerkin Methods via Extensions from Subdomains.
J. Sci. Comput., 2010

Annotation Guidelines for Hindi-English Word Alignment.
Proceedings of the International Conference on Asian Language Processing, 2010

English-Hindi Automatic Word Alignment with Scarce Resources.
Proceedings of the International Conference on Asian Language Processing, 2010

2007
POS-based reordering models for statistical machine translation.
Proceedings of Machine Translation Summit XI: Papers, 2007

The IRST English-Spanish translation system for european parliament speeches.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2006
Morpho-syntactic Information for Automatic Error Analysis of Statistical Machine Translation Output.
Proceedings of the Proceedings on the Workshop on Statistical Machine Translation, 2006

Improving Statistical Word Alignments with Morpho-syntactic Transformations.
Proceedings of the Advances in Natural Language Processing, 2006

Exploiting Word Transformation in Statistical Machine Translation from Spanish to English.
Proceedings of the 11th Annual conference of the European Association for Machine Translation, 2006

2003
Identification of divergence for English to Hindi EBMT.
Proceedings of Machine Translation Summit IX: Papers, 2003


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