2025
Classifying chest x-rays for COVID-19 through transfer learning: a systematic review.
Multim. Tools Appl., January, 2025
2024
Facial emotion recognition and music recommendation system using CNN-based deep learning techniques.
Evol. Syst., April, 2024
The Sounds of Home: A Speech-Removed Residential Audio Dataset for Sound Event Detection.
CoRR, 2024
Impact of Transmission Dynamics and Treatment Uptake, Frequency and Timing on the Cost-effectiveness of Directly Acting Antivirals for Hepatitis C Virus Infection.
CoRR, 2024
Integrating IP Broadcasting with Audio Tags: Workflow and Challenges.
CoRR, 2024
Investigating Passive Filter Pruning for Efficient CNN-Transformer Audio Captioning.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
2023
Hand gestures recognition using edge computing system based on vision transformer and lightweight CNN.
J. Ambient Intell. Humaniz. Comput., March, 2023
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.
CoRR, 2023
Audio Tagging on an Embedded Hardware Platform.
CoRR, 2023
E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks.
CoRR, 2023
Efficient CNNs via Passive Filter Pruning.
CoRR, 2023
Compressing Audio CNNS with Graph Centrality Based Filter Pruning.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
Mining and Fusing Productivity Metrics with Code Quality Information at Scale.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023
Efficient Similarity-Based Passive Filter Pruning for Compressing CNNS.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Review of Recent Developments and Challenges in the Selection of Design Parameters for Green Hydrogen Electric Vehicles.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2023
2022
FoodMatch: Batching and Matching for Food Delivery in Dynamic Road Networks.
ACM Trans. Spatial Algorithms Syst., March, 2022
A survey and taxonomy of consensus protocols for blockchains.
J. Syst. Archit., 2022
Low-complexity CNNs for Acoustic Scene Classification.
CoRR, 2022
Continual Learning For On-Device Environmental Sound Classification.
CoRR, 2022
1-D CNN based Acoustic Scene Classification via Reducing Layer-wise Dimensionality.
CoRR, 2022
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Continual Learning for On-Ddevice Environmental Sound Classification.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
Low-Complexity CNNs for Acoustic Scene Classification.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
PoSC: Combined Score for Consensus in Intemet-of-Things Applications.
Proceedings of the Fourth International Conference on Blockchain Computing and Applications, 2022
2021
Health Monitoring of Industrial machines using Scene-Aware Threshold Selection.
CoRR, 2021
Transfer learning-based approach for detecting COVID-19 ailment in lung CT scan.
Comput. Biol. Medicine, 2021
Finding High-Value Training Data Subset Through Differentiable Convex Programming.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Batching and Matching for Food Delivery in Dynamic Road Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
2020
SVD-based redundancy removal in 1-D CNNs for acoustic scene classification.
Pattern Recognit. Lett., 2020
2019
Embedded CNN based vehicle classification and counting in non-laned road traffic.
Proceedings of the Tenth International Conference on Information and Communication Technologies and Development, 2019
Deep Hidden Analysis: A Statistical Framework to Prune Feature Maps.
Proceedings of the IEEE International Conference on Acoustics, 2019
Deep Multi-view Features from Raw Audio for Acoustic Scene Classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
2018
Convex likelihood alignments for bioacoustic Classification.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
APE: Archetypal-Prototypal Embeddings for Audio Classification.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
A Layer-wise Score Level Ensemble Framework for Acoustic Scene Classification.
Proceedings of the 26th European Signal Processing Conference, 2018
2016
Target Recognition in Infrared Imagery Using Convolutional Neural Network.
Proceedings of International Conference on Computer Vision and Image Processing, 2016