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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

The findings identify the WST-based pipeline as a less speaker-dependent EMG feature representation that improves cross-subject performance across different sequence models and may provide a basis for intelligent EMG speech-recognition systems.

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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