Publication

Publications first, followed by current research interests

Enhancing Communication for the Deaf: Real-Time Sign Language Recognition & Translation

Enhancing Communication for the Deaf: Real-Time Sign Language Recognition & Translation

IEEE R10-HTC 2024, Kuala Lumpur2024
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DPMAS-Net: Privacy-Preserving EMG Hand Gesture Recognition

DPMAS-Net: Privacy-Preserving EMG Hand Gesture Recognition

TENSYMP 2024, New Delhi2024
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N2N2N: Clean Data Independent Speech Enhancement with Modified cGAN

N2N2N: Clean Data Independent Speech Enhancement with Modified cGAN

TENCON 2024, Singapore2024
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Bio-Markers Detection on OCT Retinal Imagery

Bio-Markers Detection on OCT Retinal Imagery

ICEEICT 2024, Dhaka2024
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WnD-UNET: Waveform + DWT 1D Deep Learning for Speech Enhancement

WnD-UNET: Waveform + DWT 1D Deep Learning for Speech Enhancement

ICCIT 2024, Cox's Bazar2024
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VOIS+: Video Over Intercom + Home Automation

VOIS+: Video Over Intercom + Home Automation

RAAICON 2024, Dhaka2024
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Research Interests

Sign Language Recognition

Developing real-time sign language recognition systems using custom deep learning architectures and GAN-aided data augmentation for robust performance across diverse signing styles and environments.

Speech Enhancement

Building advanced speech enhancement models that operate in low-SNR conditions using novel architectures combining waveform processing with discrete wavelet transform for superior noise suppression.

IoT & Robotics

Designing embedded sensing systems and real-time monitoring solutions with control pipelines for practical industrial and agricultural applications, from greenhouse automation to gas burner safety.