Deepa Gupta

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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

Investigating Fake Job Descriptions with TF-IDF and Word Embeddings.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Hate Speech Detection in Marathi Tweets using Stacked Deep Learning models.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Automatic Topic Identification in Destination Reviews Using Hybrid Topic Modelling Techniques.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Shellcode Generation: A Resource Efficient Approach using Fine-tuned LLMs.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Neural Machine Translation Using a Pivot Approach: Dogri to English.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Comparative Analysis of a Bioelectric Cell Biosensor Dataset Employing Machine Learning Classifiers for Reliable Listeria Monocytogenes Identification.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Visual Defect Identification and Prediction of Remaining Useful Lifefor Automobile Components.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Exploring Multi-vectorization Approaches for Suicide Ideation Detection in Tweets.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Detection and Classification of AI-Generated Text.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Multifaceted Cyberbullying Detection using Deep Learning Architectures and Semantic Embeddings in Social Media Discourse.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Yolo-based Deep Learning Techniques for Identifying Floating Bottles in Inland Water: A Comprehensive Analysis.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

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

Indo-Aryan Dialect Identification Using Deep Learning Ensemble Model.
Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Evaluating the Impact of Text Data Augmentation on Text Classification Tasks using DistilBERT.
Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Unravelling stress levels in continuous speech through optimal feature selection and deep learning.
Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

A Reinforcement Learning Approach for Intelligent Conversational Chatbot For Enhancing Mental Health Therapy.
Proceedings of the International Conference on Machine Learning and Data Engineering, 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

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

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

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

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

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

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

IET Image Processing.
IET Image Process., 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

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

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

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