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ISCA Archive - Artificial impostor voice transformation effects on false acceptance rates
<!DOCTYPE html> <html> <head> <!-- Overall paper information--> <meta name="citation_title" content="Artificial impostor voice transformation effects on false acceptance rates"> <meta name="citation_conference_title" content="Proc. Interspeech 2007"> <meta name="citation_publication_date" content="2007"> <meta name="citation_firstpage" content="2053"> <meta name="citation_lastpage" content="2056"> <!-- Author listing --> <meta name="citation_author" content="Bonastre, Jean-Fran莽ois"> <meta name="citation_author" content="Matrouf, Driss"> <meta name="citation_author" content="Fredouille, Corinne"> <!-- Paper file/links --> <meta name="citation_pdf_url" content=""> <meta name="citation_doi" content="10.21437/Interspeech.2007-173"> <meta charset="UTF-8"> <title>ISCA Archive - Artificial impostor voice transformation effects on false acceptance rates</title> <meta name="viewport" content="width=device-width, initial-scale=1"> <!-- Fonts --> <link rel="stylesheet" href="../resources/fontawesome-free-subset/style.css"> <link rel="stylesheet" href="../resources/academicons-1.9.4/css/academicons.min.css"> <!-- Code (bibtex) --> <script src="../resources/prism/prism.js"></script> <link rel="stylesheet" href="../resources/prism/prism.css"> <script src="../resources/jquery-3.5.1.min.js"></script> <script src="../resources/prism/prism-bibtex.js"></script> <!-- Overall theme --> <link rel="stylesheet" href="../resources/w3.css"> <link rel="stylesheet" href="../resources/w3-theme-blue.css"> <script src="../resources/w3.js"></script> <!-- ISCA Archive modifications --> <link rel="stylesheet" href="../resources/is.css"> </head> <body> <div class="w3-top w3-hide-small"> <div class="w3-bar w3-grayscale-min w3-theme-d4 w3-center"> <a href="https://www.isca-speech.org" class="w3-bar-item w3-button w3-theme-d2 w3-mobile"><i class="icon-home w3-margin-right"></i>ISCA</a> <a href="https://www.isca-archive.org" class="w3-bar-item w3-button w3-mobile">Archive</a> <a href="index.html" class="w3-bar-item w3-button w3-mobile">Interspeech 2007</a> </div> </div> <div class="w3-hide-large w3-hide-medium"> <div class="w3-bar w3-grayscale-min w3-theme-d4 w3-center"> <a href="https://www.isca-speech.org" class="w3-bar-item w3-button w3-theme-d2 w3-mobile"><i class="icon-home w3-margin-right"></i>ISCA</a> <a href="https://www.isca-archive.org" class="w3-bar-item w3-button w3-mobile">Archive</a> <a href="index.html" class="w3-bar-item w3-button w3-mobile">Interspeech 2007</a> </div> </div> <div class="w3-theme-l5"> <div class="w3-container" style="background-color: #f6f8f9"> <!-- NOTE: force grey filter in the background to avoid using globally! --> <div class="w3-content" style="max-width:1200px;margin-top:60px;margin-bottom:700px"> <div class="w3-container w3-card w3-padding-large w3-white" style="border-radius:20px"> <div id="global-info" class="w3-margin w3-padding"> <h3 class="w3-center">Artificial impostor voice transformation effects on false acceptance rates</h3> <h5 class="w3-center">Jean-Fran莽ois Bonastre, Driss Matrouf, Corinne Fredouille</h5> </div> <div id="abstract"> <p>This paper investigates the effect of a transfer function-based voice transformation on automatic speaker recognition system performance. We focus on increasing the impostor acceptance rate, by modifying the voice of an impostor in order to target a specific speaker. This paper follows previous works where we demonstrate that, if someone has a knowledge on the speaker recognition method used, it is possible to impersonate a given speaker, in the view of this speaker recognition method. In this paper we extend the previous work by relaxing the needed knowledge on the targeted speaker recognition system. The results show that the voice transformation allows a drastic increase of the false acceptance rate, without damaging the natural perception of the voice, and without needing a large knowledge on the targeted speaker recognition system. </p> <p></p> </div> <div id="content" class="w3-center" style="margin-top:30px; margin-bottom:20px"> <div class="icon-row"> <a href="bonastre07_interspeech.pdf"><i class="icon-file-pdf-o w3-grayscale w3-margin-right w3-text-theme w3-xlarge"></i></a> <a href="#" id="show-bibtex"><i class="icon-book w3-grayscale w3-margin-right w3-text-theme w3-xlarge" title="Show BibTex and copy to clipboard"></i></a> <a href="#" id="show-citation"><i class="icon-quotes-right w3-grayscale w3-margin-right w3-text-theme w3-xlarge" title="Show citation and copy to clipboard"></i></a> <a href="#" id="show-doi"><i class="ai ai-doi ai-fw w3-grayscale w3-margin-right w3-text-theme w3-xlarge" title="Show the DOI and copy to clipboard"></i></a> </div> <div id="popup-box" class="pointer-box" style="display:none;"> <div class="popup-pointer"></div> <div class="popup-content"> <div id=bibtex class="w3-margin w3-padding" style="display:none;"> <pre class="language-bib"><code id="bibtex-code" class="language-bib">@inproceedings{bonastre07_interspeech, title = {Artificial impostor voice transformation effects on false acceptance rates}, author = {Jean-Fran莽ois Bonastre and Driss Matrouf and Corinne Fredouille}, year = {2007}, booktitle = {Interspeech 2007}, pages = {2053--2056}, doi = {10.21437/Interspeech.2007-173}, issn = {2958-1796}, }</code></pre> </div> <div id="citation" class="w3-margin w3-padding" style="display:none;"> <p class='w3-text' style="text-align: left"><b>Cite as</b>: <span id="citation-content">Bonastre, J.-F., Matrouf, D., Fredouille, C. (2007) Artificial impostor voice transformation effects on false acceptance rates. Proc. Interspeech 2007, 2053-2056, doi: 10.21437/Interspeech.2007-173</span></p> </div> <div id="doi" class="w3-margin w3-padding" style="display: none; border-radius: 5px; border: 2px solid;"> <b>doi</b>: <span id="actual_doi">10.21437/Interspeech.2007-173</span> </div> </div> </div> </div> </div> </div> </div> </div> <script> var el = document.getElementById('show-bibtex'); el.onclick = showAndCopyBibtex; function showAndCopyBibtex() { if ($("#bibtex").css("display") == "none") { $("#bibtex").css("display", "block"); $("#citation").css("display", "none"); $("#doi").css("display", "none"); if (navigator.clipboard) { navigator.clipboard.writeText($("#bibtex-code")[0].textContent); } } else { $("#bibtex").css("display", "none"); } if ($("#bibtex").css("display") == "block") { $("#popup-box").css("display", "block"); } else { $("#popup-box").css("display", "none"); } } el = document.getElementById('show-citation'); el.onclick = showAndCopyCitation; function showAndCopyCitation() { if ($("#citation").css("display") == "none") { $("#citation").css("display", "block"); $("#bibtex").css("display", "none"); $("#doi").css("display", "none"); if (navigator.clipboard) { navigator.clipboard.writeText($("#citation-content")[0].textContent); } } else { $("#citation").css("display", "none"); } if ($("#citation").css("display") == "block") { $("#popup-box").css("display", "block"); } else { $("#popup-box").css("display", "none"); } } el = document.getElementById('show-doi'); el.onclick = showDOI; function showDOI() { if ($("#doi").css("display") == "none") { $("#doi").css("display", "block"); $("#citation").css("display", "none"); $("#bibtex").css("display", "none"); if (navigator.clipboard) { navigator.clipboard.writeText($("#actual_doi")[0].textContent); } } else { $("#doi").css("display", "none"); } if ($("#doi").css("display") == "block") { $("#popup-box").css("display", "block"); } else { $("#popup-box").css("display", "none"); } } </script> </body> </html>