A Large-Scale Benchmark Dataset for Anomaly Detection and Rare Event Classification for Audio Forensics

Author:

Abbasi Ahmed1,Javed Abdul Rehman Rehman2ORCID,Yasin Amanullah3,Jalil Zunera2ORCID,Kryvinska Natalia4ORCID,Tariq Usman5ORCID

Affiliation:

1. Faculty of Computing and AI, Air University, Islamabad, Pakistan

2. Department of Cyber Security, Air University, Islamabad, Pakistan

3. Department of Creative Technologies, Air University, Islamabad, Pakistan

4. Information Systems Department, Faculty of Management, Comenius University in Bratislava, Bratislava, Slovakia

5. College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Reference33 articles.

1. DCASE 2017 challenge setup: Tasks, datasets and baseline system;mesaros;Proc Workshop Detection Classification Acoust Scenes Events (DCASE),2017

2. Improvement of MFCC feature extraction accuracy using PCA in Indonesian speech recognition

3. DNN-HMM-Based Speaker-Adaptive Emotion Recognition Using MFCC and Epoch-Based Features

4. Heartbeat Sound Signal Classification Using Deep Learning

5. Anomaly detection using audio signals;jaile,2020

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