WATERMARKING OF SPEECH SIGNALS BASED ON FORMANT ENHANCEMENT

被引:0
|
作者
Wang, Shengbei [1 ]
Unoki, Masashi [1 ]
机构
[1] Japan Adv Inst Sci & Technol, Sch Informat Sci, 1-1 Asahidai, Nomi, Ishikawa 9231292, Japan
基金
日本学术振兴会;
关键词
Speech watermarking; formant enhancement; line spectral frequencies; inaudibility; robustness; QUANTIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a speech watermarking method based on formant enhancement. The line spectral frequencies (LSFs) which can stably represent the formants were firstly derived from the speech signal by linear prediction (LP) analysis. A pair of LSFs were then symmetrically controlled to enhance formants for watermark embedding. Two kinds of objective experiments regarding inaudibility and robustness were carried out to evaluate the proposed method in comparison with other typical methods. The results indicated that the proposed method could not only satisfy inaudibility but also provide good robustness against different speech codecs and general processing, while the other methods encountered problems.
引用
下载
收藏
页码:1257 / 1261
页数:5
相关论文
共 50 条
  • [21] Modelling speech signals using formant frequencies as an intermediate representation
    Russell, M. J.
    Zheng, X.
    Jackson, P. J. B.
    IET SIGNAL PROCESSING, 2007, 1 (01) : 43 - 50
  • [22] A formant frequency estimation scheme for speech signals in the presence of noise
    Fattah, S. A.
    Zhu, W. -P.
    Ahmad, M. O.
    2007 INTERNATIONAL SYMPOSIUM ON SIGNALS, SYSTEMS AND ELECTRONICS, VOLS 1 AND 2, 2007, : 393 - 396
  • [23] Correlation based speech formant recovery
    Nelson, D
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 1643 - 1646
  • [24] Speech Intelligibility Enhancement using an Optimal Formant Shifting Approach
    Nathwani, Karan
    Hafiz, Faizal
    Swain, Akshya
    Biswas, Ritujoy
    PROCEEDINGS OF THE 12TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2021), 2021, : 120 - 125
  • [25] Speech signals protection via logo watermarking based on the time–frequency analysis
    Irena Orović
    Predrag Zogović
    Nikola Žarić
    Srdjan Stanković
    annals of telecommunications - annales des télécommunications, 2008, 63 : 369 - 377
  • [26] Formant filters-based multi-band speech enhancement algorithm for intelligibility improvement
    Jeeva, M. P. Actlin
    Nagarajan, T.
    Vijayalakshmi, P.
    2016 TWENTY SECOND NATIONAL CONFERENCE ON COMMUNICATION (NCC), 2016,
  • [27] DELTA MODULATION OF PITCH, FORMANT, AND AMPLITUDE SIGNALS FOR SYNTHESIS OF VOICED SPEECH
    JAYANT, NS
    IEEE TRANSACTIONS ON AUDIO AND ELECTROACOUSTICS, 1973, AU21 (03): : 135 - 140
  • [28] Combined estimate of formant filter and code-excited speech signals
    Kuchma, SV
    Kuchma, VV
    IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 1995, 38 (7-8): : A30 - A35
  • [29] Enhancement of Assamese Speech Signals Using Learning Based Techniques
    Sharma, Mridusmita
    Sarma, Kandarpa Kumar
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2021, 14 (05): : 100 - +
  • [30] Optimization of Formant Feature Based Speech Recognition
    Lipeika, Antanas
    INFORMATICA, 2010, 21 (03) : 361 - 374