Scholar
Hamidreza Baradaran Kashani (H. Baradaran Kashani)
Google Scholar ID: WUIJz20AAAAJ
Artificial Intelligence Department, Faculty of Computer Engineering, University of Isfahan
Citations & Impact
Citations
59
H-index
5
i10-index
1
Publications
20
Co-authors
15
list available
Contact
No contact links provided.
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - 'Deep attentive adaptive filter module in residual blocks for text-independent speaker verification' published in Engineering Applications of Artificial Intelligence, 2024.
- - 'Multiple representation contrastive self-supervised learning for pulmonary nodule detection' published in Knowledge-Based Systems, 2024.
- - 'The Role of Ontology and Knowledge Graph in Text Document Classification: A Review of Studies' published in Librarianship and Information Organization Studies, 2024.
- - 'Frozen or Fine-tuned? Analyzing Deep Learning Models and Training Strategies for Optimizing Big Five Personality Traits Prediction from Text' presented at 2024 10th International Conference on Artificial Intelligence and Robotics (QICAR).
- - 'ConHGNN-SUM: A Contextualized Heterogeneous Graph Neural Network for Extractive Text Summarization' presented at 2024 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP).
- - 'Exploring 3D Transfer Learning CNN Models for Alzheimer's Disease Diagnosis from MRI Images' presented at 13th International Conference on Computer and Knowledge Engineering (ICCKE) IEEE, 2023.
- - 'Soft dimensionality reduction for reinforcement data clustering' published in World Wide Web, 2023.
- - 'End-to-end deep speaker embedding learning using multi-scale attentional fusion and graph neural networks.' published in Expert Systems with Applications, 2023.
Research Experience
- - Basics of Language and Speech Processing
- - Natural Language Processing
- - Deep Neural Networks
- - Artificial Neural Networks
- - Digital Speech Processing
- - Statistical Methods in Natural Language Processing (Computational Linguistics)
- - Natural Language Processing (Information Technology)
- - Manager of Speech Processing Group, Research Center for Development of Advanced Technologies (RCDAT), Tehran, Iran (2018-2019)
- - Machine Learning and Speech Processing Engineer, Research Center for Development of Advanced Technologies (RCDAT), Tehran, Iran (2012-2019)
Education
- - PhD in Communication Engineering, Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran (2010-2017)
- - MSc in Communication Engineering, Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran (2007-2010)
- - BSc in Robotic Engineering, Shahroud University of Technology, Shahroud, Iran (2003-2007)
Background
- Assistant Professor at the Department of Artificial Intelligence, Faculty of Computer Engineering, University of Isfahan, Isfahan, Iran. Main research interests include Multimodal Deep Learning, Graph Neural Networks, Speaker Recognition, Voice Conversion, Speech Enhancement, Speech Emotion Recognition, and Text Summarization.
