Abstract
This paper presents a new speech watermarking technique using harmonic modelling of the speech signal and coding of the harmonic phase. We use a representation of the instantaneous harmonic phase which allows straightforward manipulation of its values to embed the digital watermark. The technique converts each harmonic into a communication channel, whose performance is analysed in terms of distortion and BER. The developed tests show that with a simple coding scheme a bit rate of 300bps can be achieved with minimal perceptual distortion and almost zero BER.
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References
Nematollahi, M., Al-Haddad, S.: An overview of digital speech watermarking. International Journal of Speech Technology 16(4), 471–488 (2013)
Bender, W., Gruhl, D., Morimoto, N., Lu, A.: Techniques for data hiding. IBM Syst. J. 35(3-4), 313–336 (1996)
Arnold, M.: Audio watermarking: features, applications and algorithms. In: Proc. of IEEE Int. Conf. on Multimedia and Expo, vol. 2, pp. 1013–1016 (2000)
Cox, I.J., Miller, M.L., Bloom, J.A., Fridrich, J., Kalker, T.: Digital Watermarking and Steganography, 2nd edn. The Morgan Kaufmann Series in Multimedia Information and Systems. Morgan Kaufmann (2008)
Bai, Y., Bai, S., Zhu, G., You, C., Liu, B.: A blind audio watermarking algorithm based on fft coeficients quantization. In: Proceedings of the Int. Conf. on Artificial Intelligence and Education (ICAIE), pp. 529–533 (2010)
Chen, S., Leung, H.: Speech bandwidth extension by data hiding and phonetic classification. In: Proceedings of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), vol. 4, pp. IV593–IV596 (2007)
Sakaguchi, S., Arai, T., Murahara, Y.: The efect of polarity inversion of speech on human perception and data hiding as an application. In: Proceedings of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), vol. 2, pp. II917–II920 (2000)
Hsieh, C.T., Sou, P.Y.: Blind cepstrum domain audio watermarking based on time energy features. In: Proc. of the 14th Int. Conf. on Digital Signal Processing, vol. 2, pp. 705–708 (2002)
Megías, D., Serra-Ruiz, J., Fallahpour, M.: Efficient self-synchronised blind audio watermarking system based on time domain and FFT amplitude modification. Signal Processing 90(12), 3078–3092 (2010)
Saratxaga, I., Hernaez, I., Pucher, M., Navas, E., Sainz, I.: Perceptual importance of the phase related information in speech. In: Proceedings of the 13th Annual Conference of the International Speech Communication Association, pp. 1448–1451 (2012)
Ansari, R., Malik, H., Khokhar, A.: Data-hiding in audio using frequency selective phase alteration. In: Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), vol. 5, pp. V389–V392 (2004)
Dong, X., Bocko, M., Ignjatovic, Z.: Data hiding via phase manipulation of audio signals. In: Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), vol. 5, pp. V377–V380 (2004)
Liew, P., Armand, M.: Inaudible watermarking via phase manipulation of random frequencies. Multimedia Tools and Applications 35(3), 357–377 (2007)
Kuo, S., Johnston, J.D., Turin, W., Quackenbush, S.R.: Covert audio watermarking using perceptually tuned signal independent multiband phase modulation. In: Proc. of the Int. Conf. on Acoustics, Speech and Signal Processing, vol. II, pp. 1753–1756 (2002)
Hofbauer, K., Kubin, G., Kleijn, W.B.: Speech Watermarking for Analog Flat-Fading Bandpass Channels. IEEE Trans. on Audio, Speech, and Language Processing 17(8), 1624–1637 (2009)
Chen, S.H., Yu, S.Y., Chang, C.H.: Speech watermarking based on wavelet transform and bch coding. In: Proc. of the IEEE Int. Conf. on Sensor Networks, Ubiquitous and Trustworthy Computing (SUTC), pp. 507–512 (2008)
Huang, J., Wang, Y., Shi, Y.: A blind audio watermarking algorithm with self-synchronization. In: Proc. of the IEEE Int. Symposium on Circuits and Systems, vol. 3, pp. 627–630 (2002)
Celik, M., Sharma, G., Tekalp, A.: Pitch and duration modification for speech watermarking. In: Proc. of the IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), vol. 2, pp. 17–20 (2005)
Akhaee, M., Kalantari, N., Marvasti, F.: Robust multiplicative audio and speech watermarking using statistical modelling. In: Proc. of the IEEE Int. Conf. on Communications (ICC), pp. 1–5 (2009)
Hatada, M., Sakai, T., Komatsu, N., Yamazaki, Y.: Digital watermarking based on process of speech production. In: Proc. SPIE Multimedia Systems and Applications V, vol. 4861, pp. 258–267 (2002)
Saratxaga, I., Hernaez, I., Erro, D., Navas, E., Sanchez, J.: Simple representation of signal phase for harmonic speech models. Electronics Letters 45(7), 381–383 (2009)
Stylianou, Y.: Harmonic Plus Noise Models for Speech, Combined with Statistical Methods, for Speech and Speaker Modification. Ph.D. thesis, Ecole Nationale Superieure des Telecommunications, Paris, France (1996)
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Hernaez, I., Saratxaga, I., Ye, J., Sanchez, J., Erro, D., Navas, E. (2014). Speech Watermarking Based on Coding of the Harmonic Phase. In: Navarro Mesa, J.L., et al. Advances in Speech and Language Technologies for Iberian Languages. Lecture Notes in Computer Science(), vol 8854. Springer, Cham. https://doi.org/10.1007/978-3-319-13623-3_27
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DOI: https://doi.org/10.1007/978-3-319-13623-3_27
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-13622-6
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