A New Residual Convolutional Neural Network-Based Speech Improvement
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2022, Vol 10, Issue 6
Abstract
Among the most crucial methods for denoising a noisy voice signal and enhancing its quality is speech enhancement. This study makes use of Adaptive Residual Neural Network technique to reduces maximum off background noise. This method continuously monitors the background noise depends upon the environmental changes using SNR parameter. It has two functions first one is non linear functions followed by convolutional neural networks and second one is linearity followed due to Residual neural networks. By using these factors remove background noise even SNR is low conditions. Compared to other techniques this technique is new,fastest, requires less training and also reduces size.
Authors and Affiliations
M. Balasubrahmanyam, B. Haribabu, and P. Uday Kumar
Keywords
Related Articles
- EP ID EP746007
- DOI 10.55524/ijircst.2022.10.6.7
- Views 37
- Downloads 0
A Study on Farm Insurance in India
Cultivating different societies involves functional dangers. Normal disasters can possibly hurt agrarian result. Crop protection is only a procedure that might be used to defend against creation chances in cultivating, a...
Opportunities at Higher Education Institutes in India: Small Cases on Enhancing Skills
This article basically tries to explain that opportunities are the key to success and how students can take advantage and learn new skills or to enhance existing ones. it is an understanding of the opportunities and usin...
Bilingual Information Retrieval System For English And MarathiBilingual Information Retrieval System For English And MarathiBilingual Information Retrieval System For English And MarathiBilingual Information Retrieval System For English And Marathi
Our system addresses the design and implementation of BiLingual Information Retrieval system on the domain, Festival.It is built for Marathi language working with the same efficiency. According to User’s query ,searching...
Density Based Traffic Signal Controller Using IoT
Every city in the world suffers from traffic congestion, which greatly disturbs the citizens. This problem is made worse by signal timing delays because modern traffic lights are not traffic condition-adaptive. An increa...
Virtual Reallity in Gaming
Augmented reality (VR) gaming is another sort of PC game which utilizes computer generated reality (VR) innovations that can give clients a totally practical, first-individual viewpoint of the game activity. Designing mu...