Study on Inaudible Speech Watermarking Method Based on Spread-Spectrum Using Linear Prediction Residue

A reliable speech watermarking technique must balance satisfying four requirements: inaudibility, robustness, blind detectability, and confidentiality. A previous study proposed a speech watermarking technique based on direct spread spectrum (DSS) using a linear prediction (LP) scheme, i.e., LP-DSS, that could simultaneously satisfy these four requirements. However, an inaudibility issue was found due to the incorporation of a blind detection scheme with frame synchronization. In this paper, we investigate the feasibility of utilizing a psychoacoustical model, which simulates auditory masking, to control the suitable embedding level of the watermark signal to resolve the inaudibility issue in the LP-DSS scheme. Evaluation results confirmed that controlling the embedding level with the psychoacoustical model, with a constant scaling factor setting, could balance the trade-off between inaudibility and detection ability with a payload up to 64 bps.

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Publication Details

Journal
Journal of Signal Processing
Published
2024-10-31
DOI
https://doi.org/10.2299/jsp.28.309
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Study on Inaudible Speech Watermarking Method Based on Spread-Spectrum Using Linear Prediction Residue

Candy Olivia Mawalim, Masashi Unoki, Takuto Isoyama, Aulia Adila
Journal of Signal Processing
Advanced Steganography and Watermarking Techniques
article

Study on Inaudible Speech Watermarking Method Based on Spread-Spectrum Using Linear Prediction Residue

Candy Olivia Mawalim, Masashi Unoki, Takuto Isoyama, Aulia Adila
article en

Abstract

A reliable speech watermarking technique must balance satisfying four requirements: inaudibility, robustness, blind detectability, and confidentiality. A previous study proposed a speech watermarking technique based on direct spread spectrum (DSS) using a linear prediction (LP) scheme, i.e., LP-DSS, that could simultaneously satisfy these four requirements. However, an inaudibility issue was found due to the incorporation of a blind detection scheme with frame synchronization. In this paper, we investigate the feasibility of utilizing a psychoacoustical model, which simulates auditory masking, to control the suitable embedding level of the watermark signal to resolve the inaudibility issue in the LP-DSS scheme. Evaluation results confirmed that controlling the embedding level with the psychoacoustical model, with a constant scaling factor setting, could balance the trade-off between inaudibility and detection ability with a payload up to 64 bps.

Journal of Signal ProcessingVol. 28(6)
Japan Advanced Institute of Science and Technology (JP)
Japan Society for the Promotion of Science
Zero hunger
Openalex Percentile: Top 81%
Advanced Steganography and Watermarking Techniques
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