Search Results for author: Suman Samui

Found 2 papers, 0 papers with code

Towards Power-Efficient Design of Myoelectric Controller based on Evolutionary Computation

no code implementations2 Apr 2022 Ahmed Aqeel Shaikh, Anand Kumar Mukhopadhyay, Soumyajit Poddar, Suman Samui

The current work has proposed an approach to design an energy-efficient EMG-based controller by considering a supervised learning framework using a kernelized SVM classifier for decoding the information of surface electromyography (sEMG) signals to infer the underlying muscle movements.

Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement

no code implementations25 Dec 2018 Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh

Based on this TT-LSTM units, we proposed a deep TensorNet model for single-channel speech enhancement task.

Speech Enhancement Speech Separation

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