Python
Deep Learning
2023
ID: 1CP0705
Speech Enhancement Aided For Voice Activation and Denoising Using CNN Algorithm
Keywords:
Speech
Enhancement,
Audio
Denoising,
Convolutional
Neural
Network,
Voice
Activity
Detection,
Noise
Suppression,
Deep
Learning,
SNR,
Signal
Processing
Project Synopsis & Overview
This project develops a deep convolutional neural network for audio denoising and speech enhancement. A dataset of clean audio is augmented with environmental noises such as wind, sirens, and dog barks, and the CNN is trained in a supervised manner to extract clean signals from noisy input. Evaluated with SNR, MSE, and PESQ, it improves audio quality for voice applications.
Complete Technical Specifications
| Project ID | 1CP0705 (DB ID: 705) |
| Project Title | Speech Enhancement Aided For Voice Activation and Denoising Using CNN Algorithm |
| Domain Division | Python |
| Sub-Domain / Tech | Deep Learning |
| IEEE Year | 2023 |
| Package Price | ₹6500 |
| Created Date | Nov 13, 2026 |
Project Price
₹6500
₹8000
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100% Executable Source Code & DB
IEEE Journal Paper Synopsis & PPT
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