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Self-recovery scheme for audio restoration using auditory masking
Alejandra Menendez-Ortiz1, Claudia Feregrino-Uribe1, Jose Juan Garcia-Hernandez2
1Computer Science Department, INAOE, Luis Enrique Erro #1, Sta. Ma. Tonantzintla, Puebla, CP. 72840, Mexico.
Plos One
|September 29, 2018
Summary
This study introduces an audio self-recovery method using auditory masking to embed reference data. The novel approach ensures audio transparency, crucial for music and speech applications.
Area of Science:
- Digital Signal Processing
- Audio Engineering
- Information Security
Background:
- Self-recovery schemes embed compressed data for tamper detection and restoration.
- Audio applications require high transparency, making distortion masking critical.
- Existing methods may not adequately balance recovery efficacy with perceptual transparency.
Purpose of the Study:
- To propose a novel audio self-recovery scheme.
- To leverage auditory masking properties for improved embedding and restoration.
- To meet transparency thresholds for real-time audio applications.
Main Methods:
- Utilizing auditory masking properties to select optimal frequencies for embedding distortion.
- Mapping selected frequencies from the Fourier domain to the intDCT domain.
- Embedding and extracting reference bits within the intDCT domain for signal restoration.
Main Results:
- The proposed scheme achieves a transparency threshold of -2 ODG (Objective Difference Grade), suitable for audio applications.
- Demonstrated effective restoration capabilities for tampered audio signals.
- Validated the efficacy of using auditory masking for frequency selection and intDCT domain mapping.
Conclusions:
- The developed audio self-recovery scheme effectively restores tampered signals while maintaining high perceptual transparency.
- The integration of auditory masking properties and intDCT domain mapping offers a promising approach for robust audio self-recovery.
- The scheme's performance meets the stringent requirements for online music distribution and speech transmission.
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