VOICE ISOLATION USING ARTIFICIAL NEURAL NETWORK

  • Unique Paper ID: 151807
  • Volume: 8
  • Issue: 1
  • PageNo: 723-724
  • Abstract:
  • We often encounter noises when sounds from different sources in the world mix in the air before arriving to our ear, requiring the brain to estimate individual sources from the received mixture. The problem can be solved by the help of Artificial Neural Networks (ANN) by identifying regularities in natural sound sources. In this project of voice isolation system using ANN we will be using various algorithms like independent component analysis, gradient descent and activation function and the platform used will be Python.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{151807,
        author = {Akshay Khanna and Aaftab and Agam Jain and Akash Verma},
        title = {VOICE ISOLATION USING ARTIFICIAL NEURAL NETWORK},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {1},
        pages = {723-724},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=151807},
        abstract = {We often encounter noises when sounds from different sources in the world mix in the air before arriving to our ear, requiring the brain to estimate individual sources from the received mixture. The problem can be solved by the help of Artificial Neural Networks (ANN) by identifying regularities in natural sound sources. In this project of voice isolation system using ANN we will be using various algorithms like independent component analysis, gradient descent and activation function and the platform used will be Python.},
        keywords = {Artificial Intelligence, Machine Learning, Independent Component Analysis, Artificial Neural Network and ICA.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 8
  • Issue: 1
  • PageNo: 723-724

VOICE ISOLATION USING ARTIFICIAL NEURAL NETWORK

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