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A Study on Effectiveness of Deep Neural Networks for Speech Signal Enhancement in Comparison with Wiener Filtering Technique.pdf (1.22 MB)

A Study on Effectiveness of Deep Neural Networks for Speech Signal Enhancement in Comparison with Wiener Filtering Technique

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posted on 28.05.2021, 16:15 by Vijaya Kumar Padarti, Gnana Sai Polavarapu, Madhurima Madiraju, Naga Sai Nuthalapati, Vinay Babu Thota, V. D. Subramanyam Veeravalli
We have compared two Neural network models with Wiener filtering technique for Speech signal enhancement. Our paper intends to suggest the best method suitable for speech denoising and quality enhancement. We have utilized MATLAB software with most advanced toolboxes for building the models. For comparing our models, we computed PSNR and SNR values.

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Email Address of Submitting Author

polavarapugnanasai7@gmail.com

Submitting Author's Institution

Velagapudi Ramakrishna Siddhartha Engineering College

Submitting Author's Country

India