JOURNAL ARTICLE

A robust digital audio watermarking algorithm using Empirical Mode Decomposition

Abstract

In this paper, we proposed a new algorithm for digital audio watermarking process using Empirical Mode Decomposition (EMD) and Hilbert Transform (HT). The host audio signal is decomposed into several Intrinsic Mode Functions (IMFs). A set of -1 and 1, which is obtained by mapping from standard normal distributed pseudo random numbers, is embedded as secret information into the IMF containing highest energy. Thus selected IMF is less sensitive with common signal processing attack. As a result this method increases robustness. The experimental results show that the proposed method has good imperceptibility and robustness under common signal processing attacks such as additive noise (in time domain and in frequency domain), low pass filtering, re-sampling, re-quantization, MP3 compression, and sound processing effects such as, delay, a natural sounding reverberation (Schroeder's Reverberator), flanging effect, equalization effect.

Keywords:
Digital watermarking Hilbert–Huang transform Computer science Robustness (evolution) Algorithm Reverberation Speech recognition Signal processing Audio signal processing Audio signal Frequency domain Discrete cosine transform Quantization (signal processing) Digital signal processing Artificial intelligence Speech coding White noise Computer vision Acoustics Telecommunications Computer hardware

Metrics

13
Cited By
1.92
FWCI (Field Weighted Citation Impact)
9
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Steganography and Watermarking Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Digital Media Forensic Detection
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Chaos-based Image/Signal Encryption
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

Related Documents

JOURNAL ARTICLE

Robust Audio Watermarking Algorithm Based on Empirical Mode Decomposition

Xin TangZhaofeng MaXinxin NiuYixian Yang

Journal:   Chinese Journal of Electronics Year: 2016 Vol: 25 (6)Pages: 1005-1010
JOURNAL ARTICLE

Audio Watermarking using Doubly Iterative Empirical Mode Decomposition

Veena JunjarwadH. Chandrashekar

Journal:   International Journal of Engineering Research and Year: 2015 Vol: V4 (05)
JOURNAL ARTICLE

Empirical mode decomposition based blind audio watermarking

Zhaoyang FuPeng ZhangWei HuangLiang WangSabu EmmanuelGuang Chen

Journal:   Multimedia Tools and Applications Year: 2014 Vol: 74 (15)Pages: 6019-6040
JOURNAL ARTICLE

Audio Watermarking Based on Empirical Mode Decomposition

M S Shara

Journal:   International Journal for Research in Applied Science and Engineering Technology Year: 2017 Vol: V (IV)Pages: 554-557
© 2026 ScienceGate Book Chapters — All rights reserved.