Samira Mavaddati

Education

PhD. in Electrical and Electronics Engineering , Amirkabir University of Technology , Iran (2011 - 2016)
Thesis title: Noise reduction of speech signals based on sparse representation methods
MSc. in Electrical and Electronics Engineering , University of Mazandaran , Iran (2007 - 2010)
Thesis title: Blind source separation using evolutionary algorithms for speech and image signals
BSc. in Electrical and Electronics Engineering , University of Mazandaran , Iran (2003 - 2007)
Thesis title: Designing IR transceiver using AVR microcontroller

Courses

Bachelor Of Science

Digital signal processing

Digital Systems

Signals and Systems

Communication Systems

Engineering Mathematics

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Research activities

Journal Papers

Brain tumors classification using deep models and transfer learning Samira Mavaddati (2024)

ResNet Deep models and Transfer Learning Technique for Classification and Quality Detection of Rice Cultivars Mohammad Razavi, Samira Mavaddati, Hamidreza Koohi (2024)

Rice-ResNet: Rice classification and quality detection by transferred ResNet deep model Mohammad Razavi, Samira Mavaddati, Ziad Kobti, Hamidreza Koohi (2024)

Voice-based age, gender, and language recognition based on ResNet deep model and transfer learning in spectro-temporal domain Samira Mavaddati (2024)

A Voice Activity Detection Algorithm Using Sparse Non-negative Matrix Factorization-based Model Learning in Spectro-Temporal Domain Samira Mavaddati (2023)

Classification of ECG Arrhythmia Using Wavelet Packet Transform Analysis and Sparse Learning Method Samira Mavaddati (2023)

Voice Activity Detection using Clustering-based Method in SpectroTemporal Features Space Nafiseh Esfandian, Fatemeh Jahani Bahnamiri, Samira Mavaddati (2022)

Rice Classification with Fractal-based Features based on Sparse Structured Principal Component Analysis and Gaussian Mixture Model Samira Mavaddati, Sina Mavaddati (2021)

A Novel Singing Voice Separation Method Based on a Learnable Decomposition Technique Samira Mavaddati (2020)

Sparse Structured Principal Component Analysis and Model Learning for Classification and Quality Detection of Rice Grains Samira Mavaddati (2019)

Blind Voice Separation Based on Empirical Mode Decomposition and Grey Wolf Optimizer Algorithm Samira Mavaddati (2019)

A Novel Singing Voice Separation Method Based on Sparse Non-Negative Matrix Factorization and Low-Rank Modeling Samira Mavaddati (2019)

A Novel Face Detection Method Based on Over-complete Incoherent Dictionary Learning Samira Mavaddati (2019)

Rice Classification and Quality Detection Based on Sparse Coding Technique Samira Mavaddati (2018)

Voice-based Age and Gender Recognition Based on Learning Generative Sparse Models Samira Mavaddati (2018)

Speech enhancement using sparse dictionary learning in wavelet packet transform domain Samira Mavaddati, Mohammad Ahadi, Sanaz Seyedin (2017)

A Novel Speech Enhancement Method by Learnable Sparse and Low-rank Decomposition and Domain Adaptation Samira Mavaddati, Mohammad Ahadi, Sanaz Seyedin (2015)

Modified coherence-based dictionary learning method for speech enhancement Samira Mavaddati, Mohammad Ahadi, Sanaz Seyedin (2015)

Conference Papers

Automated Insulator Defect Detection in UAV images for Power Line Monitoring using YOLO-v8 Model Reza Rahimi Nejadbougar1, Ebadat Ghanbari Parmehr, Alireza Afary, Samira Mavaddati (2024)

A Novel Voice-based Age and Gender Recognition System Using Sparse Modeling in Wavelet Packet Transform Domain Samira Mavaddati (2018)

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Research interests

Fuzzy logic
Artificial Neural Nnetwork
Medical Signal Processing
Blind Source Separation
Evolutionary and Soft Computing
Image Processing
Pattern Recognition, Signal Classification
Speech Processing, Enhancement and recognition

Google scholar

Samira Mavaddati

Education

Courses

Research activities

Research interests

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