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An Intelligent Framework for Person Identification Using Voice Recognition and Audio Data Classification Cover

An Intelligent Framework for Person Identification Using Voice Recognition and Audio Data Classification

Open Access
|Jan 2023

Abstract

The paper proposes a framework to record meeting to avoid hassle of writing points of meeting. Key components of framework are “Model Trainer” and “Meeting Recorder”. In model trainer, we first clean the noise in audio, then oversample the data size and extract features from audio, in the end we train the classification model. Meeting recorder is a post-processor used for sound recognition using the trained model and converting the audio into text. Experimental results show the high accuracy and effectiveness of the proposed implementation.

DOI: https://doi.org/10.2478/acss-2022-0019 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683
Language: English
Page range: 183 - 189
Published on: Jan 24, 2023
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2023 Isra Khan, Shah Muhammad Emaduddin, Ashhad Ullah, A Rafi Ullah, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.