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Author

Rami N. Khushaba

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Open access Oct 2026

Wavelet Scattering Features for Robust Subject-Independent EMG-Based Speech Recognition: A Comparative Analysis

Electromyography (EMG)-based speech recognition provides a non-acoustic alternative in high-noise environments and serves as a prospective foundation for assistive technologies for users with speech impairments. While prior work has largely focused on model architecture, the impact of EMG feature representations on the...

Jumana Ma'touq, Omar Abulayla, Rami N. Khushaba et al. · 0 citations
Conference Jul 2026

Impact of Sampling Rate and Quantization on EMG-Based HMI: Achieving Hardware Invariance by Advanced Feature Engineering

Electromyography (EMG) serves as a robust signal source for developing intuitive human-machine interfaces (HMIs). With the proliferation of commercial and prototype EMG armbands, there is a growing need to balance high-accuracy gesture recognition with hardware constraints. While deep learning architectures have achiev...

Rami N. Khushaba, F. Verdini, A. Mengarelli et al. · 0 citations

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