Abstract
We propose a watermarking method using nonnegative matrix factorization (NMF) for audio signals. NMF is applied to the host signal, and the amplitude spectrogram of the host signal is factorized into the basis matrix and the activation matrix, which are nonnegative matrices. The notes are estimated from the activation matrix, and the estimated notes are regarded as root notes. In the existing method, one-bit watermark is embedded into the dominant note corresponding to the root note. However, it is difficult to say that the embedding capacity is enough. Hence, in the proposed method, watermarks are embedded into the mediant and leading notes in addition to the dominant note. Up to three-bit watermarks can be embedded into one note while maintaining a detection accuracy.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Lie, W.N., Chang, L.C.: Robust and High-Quality Time-Domain Audio Watermarking Based on Low-Frequency Amplitude Modification. IEEE Trans. on Multimedia. vol.8, no.1, pp.46–59 (2006)
Murata, H., Ogihara, A., Uesaka, M.: Sound Quality Evaluation for Audio Watermarking Based on Phase Shift Keying Using BCH Code. IEICE Trans. Inf. & Syst. vol.E98-D, no.1, pp.89–94 (2015)
Lee, D.D., Seung, H.S.: Algorithms for Non-negative Matrix Factorization. Neural Inf. Process. Syst. vol.13, pp.556–562 (2001)
Murata, H., Ogihara, A.: Digital Watermark for Real Musical Instrument Sounds Using Non-negative Matrix Factorization. In: International Technical Conference on Circuits/Systems, Computers and Communications, pp.677–680 (2016)
IHC Evaluation Criteria and Competition, http://www.ieice.org/iss/emm/ihc/IHC_criteriaVer4.pdf, Accessed December 21, 2015.
Classic Anthology 100 Played Easily for Adults. RittorMusic (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Murata, H., Ogihara, A. (2017). Improvement of the Embedding Capacity for Audio Watermarking Method Using Non-negative Matrix Factorization. In: Pan, JS., Tsai, PW., Huang, HC. (eds) Advances in Intelligent Information Hiding and Multimedia Signal Processing. Smart Innovation, Systems and Technologies, vol 63. Springer, Cham. https://doi.org/10.1007/978-3-319-50209-0_14
Download citation
DOI: https://doi.org/10.1007/978-3-319-50209-0_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-50208-3
Online ISBN: 978-3-319-50209-0
eBook Packages: EngineeringEngineering (R0)