SOUMEN GARAI

Employment

• National Institute of Technology Durgapur Ph. D. Research Scholar
  2022 - Present
• National Institute of Technology Durgapur Project Assistant
  2022 - 2022
• Bengal College of Engineering and Technology Assistant Professor
  2016 - 2022

Education

• Asansol Engineering College B-Tech
  2010 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• Advances in small-footprint keyword spotting for TinyML: A comprehensive review of efficient models and algorithms
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2026.134028
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• Optimizing TinyML Models for Bird Call Recognition via Multi-objective Bayesian Search and Knowledge Distillation
  2026 DOI: 10.1007/978-3-032-18480-1_6
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• Advances in Small-Footprint Keyword Spotting: A Comprehensive Review of Efficient Models and Algorithms
  arXiv preprint arXiv:2506.11169 2025
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• OASI: Objective-Aware Surrogate Initialization for Multi-Objective Bayesian Optimization in TinyML Keyword Spotting
  arXiv preprint arXiv:2512.19739 2025
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• Optimizing Performance of Spoken Language Identification Systems for Indian Languages Using Ensemble Deep Learning Models
  2024 IEEE Calcutta Conference (CALCON) 2024 DOI: 10.1109/calcon63337.2024.10914168
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• Exploring TinyML Frameworks for Small-Footprint Keyword Spotting: A Concise Overview
  2024 International Conference on Signal Processing and Communications (SPCOM) 2024 DOI: 10.1109/spcom60851.2024.10631631
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• Time-Frequency Domain Speech Enhancement Framework using Audio Spectrogram Transformer with Masked Multi-head Attention
  2023 8th International Conference on Computers and Devices for Communication (CODEC) 2023 DOI: 10.1109/codec60112.2023.10465846
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• VLSI Architecture of High Throughput Processing Unit for Efficiently Executing 2D Convolution for Deep Neural Network based Applications
  2023 8th International Conference on Computers and Devices for Communication (CODEC) 2023 DOI: 10.1109/codec60112.2023.10465738
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• Heterogeneous Stacked Ensemble Framework for Surface Electromyography Signal Classification
  2023 DOI: 10.1007/978-3-031-45170-6_70
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