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<u1:HyphenationZone>21</u1:HyphenationZone> <u1:ValidateAgainstSchemas/> <u1:SaveIfXMLInvalid>false</u1:SaveIfXMLInvalid> <u1:IgnoreMixedContent>false</u1:IgnoreMixedContent> <u1:AlwaysShowPlaceholderText>false</u1:AlwaysShowPlaceholderText> <u1:BrowserLevel>MicrosoftInternetExplorer4</u1:BrowserLevel> </u1:WordDocument> </xml><![endif]--><!--[if gte mso 9]><xml> <u2:LatentStyles DefLockedState="false" LatentStyleCount="156"> </u2:LatentStyles> </xml><![endif]--> <meta name=CHANGEDBY content="Patrick Kenny"> <!--[if gte mso 9]><xml> <u3:shapedefaults u4:ext="edit" spidmax="46082"/> </xml><![endif]--><!--[if gte mso 9]><xml> <u5:shapelayout u6:ext="edit"> <u5:idmap u6:ext="edit" data="1"/> </u5:shapelayout> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapedefaults v:ext="edit" spidmax="1026"/> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body lang=FR-CA link=blue vlink=purple style='tab-interval:35.4pt'> <div class=WordSection1> <p><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-spacerun:yes'> </span>&nbsp;</span><span lang=EN-US style='font-size:13.0pt;font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>PATRICK KENNY'S PUBLICATIONS</span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;</span><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Journal Articles</span></b><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., <a href="Alam_specom2015.pdf">Regularized Minimum Variance <span class=SpellE>Distortionless</span> Response-Based <span class=SpellE>Cepstral</span> Features for Robust Continuous Speech Recognition</a>, <i>Speech Communication, </i>73, pp. 28-46, October 2015</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., <span class=SpellE>Alam</span>, J. and Kenny, P., <a href="stafylakis_taslp.pdf">Text-Dependent Speaker Recognition with Random Digit Strings</a> <i>IEEE Trans. Audio, Speech and Language Proc., </i>24(7), pp. 1195-1204, July 2016</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., Kenny, P., <span class=SpellE>Alam</span>, J., and <span class=SpellE>Kockmann</span>, M. <a href="speaker_channel_text_dependent.pdf">Speaker and Channel Factors in Text-Dependent Speaker Recognition</a> <i>IEEE Trans. Audio, Speech and Language Proc.,</i> 24(1), pp. 65-78, January 2016</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Gupta, V., Kenny, P., and <span class=SpellE>Dumouchel</span>, P., <a href="Alam_EURASIP2015.pdf">Speech Recognition in Reverberant and Noisy Environments Employing Multiple Feature Extractors and I-Vector Speaker Adaptation</a>, <i>EURASIP Journal on Advances in Signal Processing</i>, pp. 2015-50, 2015</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., <a href="Jahangir_DSP_Feb2014.pdf">Robust Feature Extraction Based on an <span class=SpellE>Aysmmetric</span> Level-Dependent Auditory <span class=SpellE>Filterbank</span> and a <span class=SpellE>Subband</span> Spectrum Enhancement Technique</a>, <i>Digital Signal Processing, </i>29, pp. 147-157, June 2014</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Stafylakis</span>, T., and <span class=SpellE>Dumouchel</span>, P., <a href="Senoussaoui_CosineMeanShift_Diarization_TASLP.pdf">A Study of the Cosine Distance-Based Mean Shift for Telephone Speech <span class=SpellE>Diarization</span></a> <i>IEEE Trans. Audio, Speech and Language Proc</i>., 22(1), pp. 217-227, January 2014</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., and O <span class=SpellE>Shaugnessy</span>, D., <a href="Jahangir_cognitive_computation_2012.pdf">Low-variance <span class=SpellE>Multitaper</span> Mel-frequency <span class=SpellE>Cepstral</span> Coefficient Features for Speech and Speaker Recognition Systems</a>, <i>Cognitive Computation</i>, Springer, December 2012</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., <span class=SpellE>Kinnunen</span>, T., Kenny, P., Ouellet, P., and O <span class=SpellE>Shaugnessy</span>, D., <a href="JAlam_SpeechComm_2012.pdf"><span class=SpellE>Mutlitaper</span> MFCC and PLP Features for Speaker Verification Using I-Vectors</a> <i>Speech Communication</i>, 55(2), pp. 237-251, February 2013</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N., Kenny, P., <span class=SpellE>Dehak</span>, R., <span class=SpellE>Dumouchel</span>, P and <span class=SpellE>Ouellet</span>, P. <a href="Najim_TASLP2009.pdf">Front-End Factor Analysis for Speaker Verification</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family: "Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing, </span></i><span lang=EN-US style='font-family: "Arial","sans-serif";mso-ansi-language:EN-US'>19(4), pp. 788-798, May 2011<i>.</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., Reynolds, D., and <span class=SpellE>Castaldo</span>, F. <a href="Kenny_sdfa.pdf"><span class=SpellE>Diarization</span> of Telephone Conversations using Factor Analysis </a><i>IEEE Journal of Selected Topics in Signal Processing</i>, December 2010.</span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., Ouellet, P., <span class=SpellE>Dehak</span>, N., Gupta, V., and <span class=SpellE>Dumouchel</span>, P. <a href="Kenny_isv08.pdf">A Study of Inter-Speaker Variability in Speaker Verification</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing</span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, July 2008.<br> </span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp; </span><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'><br> </span></b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>Gupta V., Kenny, P., Ouellet, P., <span class=SpellE>Boulianne</span>, G., and <span class=SpellE>Dumouchel</span>, P. <a href="vishwa_spl2007.pdf">Combining <span class=SpellE>Gaussianized</span>/non-<span class=SpellE>Gaussianized</span> features to improve speaker <span class=SpellE>diarization</span> of telephone conversations</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Signal Processing Letters</span></i><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>, 14 (12), pp. 1040-1043, Dec. 2007.<br> <br> <span class=SpellE>Dehak</span>, N., Kenny, P. and P. <span class=SpellE>Dumouchel</span>.&nbsp;</span><span lang=EN-US style='mso-ansi-language:EN-US'> <a href="Prosodic_IEEE_TASLP.pdf"><span style='font-family:"Arial","sans-serif"'>Modeling prosodic features with joint factor analysis for speaker verification</span></a> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing</span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, 15 (7), pp. 2095-2103, Sept. 2007.</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Yin, S.-C., Rose, R., Kenny, P. and P. <span class=SpellE>Dumouchel</span>.</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp; <a href="IEEETrans07_Yin.pdf"><span style='font-family:"Arial","sans-serif"'>A Joint factor analysis approach to progressive model adaptation in text independent speaker verification</span></a> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing</span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, 15 (7), pp. 1999-2010, Sept. 2007.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Boulianne</span>, G., Ouellet, P. and P. <span class=SpellE>Dumouchel</span>. <a href="FASysJ.pdf">Joint factor analysis versus <span class=SpellE>eigenchannels</span> in speaker recognition</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing </span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>15 (4), pp. 1435-1447, May 2007.</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Boulianne</span>, G., Ouellet, P. and P. <span class=SpellE>Dumouchel</span>. <a href="FAver.pdf">Speaker and session variability in GMM-based speaker verification</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Audio, Speech and Language Processing </span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>15 (4), pp. 1448-1460, May 2007.</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Boulianne</span>, G. and P. <span class=SpellE>Dumouchel</span>. <a href="eigenvoices.PDF"><span class=SpellE>Eigenvoice</span> Modeling with Sparse Training Data</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Speech and Audio Processing</span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, 13 May (3) 2005 : 345-359.</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Boulianne</span>, G., Ouellet, P. and P. <span class=SpellE>Dumouchel</span>. <a href="eigenphones.pdf">Speaker Adaptation using an <span class=SpellE>Eigenphone</span> Basis</a></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>IEEE Transactions on Speech and Audio Processing</span></i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, 12 November (6) 2004 : 579-589.</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;</span><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Technical Report<o:p></o:p></span></b></p> <p style='text-indent:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Brummer</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N., Swart, A., <span class=SpellE>Jorrin</span>-Prieto, J., Garcia, P., <span class=SpellE>Buera</span>, L. et al., </span><span style='font-family:"Arial","sans-serif"'><a href="SRE_2016_ABC_1478007109_abc-nist-sre-systemdescription_v2.pdf"><span lang=EN-US style='mso-ansi-language:EN-US'>ABC NIST SRE 2016 System Description</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, San Diego, CA, December 2016 <a href="ABC_NIST2016_SAN_DIEGO.pdf">slides</a> <a href="ABC_poster.pdf">poster</a></span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p><span class=MsoSubtleReference><span lang=EN-US style='font-variant:normal !important; color:black;mso-ansi-language:EN-US'><o:p>&nbsp;</o:p></span></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>. T., Kenny, P., Ouellet, P., Perez, J., <span class=SpellE>Kockmann</span>, M. and</span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Dumouchel</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, P<a href="Stafylakis_RSR2015_ivector.pdf">., I-Vector/PLDA Variants for Text-Dependent Speaker Recognition</a>, Montreal, CRIM, June 2013</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P.&nbsp;<a href="BMNotes.pdf">Notes on Boltzmann Machines</a></span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>Montreal, CRIM, May 2011</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P.&nbsp;<a href="BayesCluster.pdf">Bayesian Analysis of Speaker <span class=SpellE>Diarization</span> with <span class=SpellE>Eigenvoice</span> Priors</a></span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Montreal, CRIM, May 2008 </span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P <a href="http://www.crim.ca/perso/patrick.kenny/FAtheory.pdf">Joint factor analysis of speaker and session variability : Theory and algorithms - Technical report CRIM-06/08-13</a></span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>Montreal, CRIM, 2005 </span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;</span><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Conference Papers<span style='mso-tab-count:1'> </span><o:p></o:p></span></b></p> <p><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'><span style='mso-tab-count:1'> </span></span></b><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US;mso-bidi-font-weight:bold'>Gautam</span></span><b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> </span></b><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US; mso-bidi-font-weight:bold'>Bhattacharya, Jahangir <span class=SpellE>Alam</span>, Patrick Kenny and <span class=SpellE>Vishwa</span> Gupta <a href="gautam_SLT_2016.pdf">Modelling Speaker and Channel Variability Using Deep Neural Networks for Robust Speaker Verification</a> <i style='mso-bidi-font-style: normal'>Proc IEEE SLT Workshop, San Diego, CA, December 2016</i><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, and <span class=SpellE>Vishwa</span> Gupta <a href="Alam_interspeech2016.pdf">Tandem Features for Text-Dependent Speaker Verification on the Red Dots Corpus</a> <i>Proc. <span class=SpellE>Interspeech</span>, </i>San Francisco, August 2016<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, <span class=SpellE>Vishwa</span> Gupta and Patrick Kenny <a href="alam_chime4_2016.pdf">CRIM's Speech Recognition System for the 4th CHIME Challenge</a> <i style='mso-bidi-font-style:normal'>Proc. 4<sup>th</sup> CHIME Challenge, San Francisco, CA 2016</i></span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, <span class=SpellE>Vishwa</span> Gupta and <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, <a href="alam_Odyssey2016.pdf">Spoofing Detection on the ASVSpoof2015 Challenge Corpus Employing Deep Neural Networks</a>, <i>Proc. Odyssey Speaker and Language Recognition Workshop, Bilbao, Spain, June 2016</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Themos</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <span class=SpellE>Stafylakis</span>, Patrick Kenny, <span class=SpellE>Vishwa</span> Gupta, Md. Jahangir <span class=SpellE>Alam</span> and Marcel <span class=SpellE>Kockmann</span>, <a href="stafylakis_odyssey2016.pdf">Compensation for Phonetic Nuisance Variability in Speaker Recognition Using DNNs</a>, <i>Proc. Odyssey Speaker and Language Recognition Workshop, Bilbao, Spain, June 2016</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Gautam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> Bhattacharya, Md. Jahangir <span class=SpellE>Alam</span>, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span> and Patrick Kenny, <a href="bhattacharya_odyssey2016.pdf">Neural Networks for Low-Resource Text-Dependent Speaker Recognition: Preliminary Results</a>, <i>Proc. Odyssey Speaker and Language Recognition Workshop, Bilbao, Spain, June 2016 </i></span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="bhattacharya_odyssey2016_presentation.pptx"><span style='font-family: "Arial","sans-serif"'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Patrick Kenny, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, Md. Jahangir <span class=SpellE>Alam</span>, <span class=SpellE>Vishwa</span> Gupta and Marcel <span class=SpellE>Kockmann</span>, <a href="kenny_odyssey_2016.pdf">Uncertainty Modeling Without Subspace Methods for Text-Dependent Speaker Recognition</a>, <i>Proc. Odyssey Speaker and Language Recognition Workshop, Bilbao, Spain, June 2016 </i></span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="kenny_Odyssey2016_presentation.pdf"><span style='font-family:"Arial","sans-serif"'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny and <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, <a href="alam_tdsv_interspeech_2015.pdf">Combining Amplitude and Phase-Based Features for Speaker Verification with Short Duration Utterances</a>, <i>Proc. <span class=SpellE>Interspeech</span>, Dresden Germany, Sept. 2015</i> <a href="alam_is2015_1285_poster.pdf">poster</a></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kong <span class=SpellE>Aik</span> Lee, Anthony <span class=SpellE>Larcher</span>, <span class=SpellE>Guangsen</span> Wang, Patrick Kenny, Niko <span class=SpellE>Brummer</span>, David van <span class=SpellE>Leeuwen</span>, <span class=SpellE>Hagai</span> <span class=SpellE>Aronowitz</span>, Marcel <span class=SpellE>Kockmann</span>, Carlos Vaquero, Bin Ma, <span class=SpellE>Haizhou</span> Li, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, Jahangir <span class=SpellE>Alam</span>, Albert Swart and Javier Perez, <a href="kong_interspeech_2015.pdf">The <span class=SpellE>RedDots</span> Data Collection for Speaker Recognition</a>, <i>Proc. <span class=SpellE>Interspeech</span>, Dresden Germany, Sept. 2015</i></span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Themos</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <span class=SpellE>Stafylakis</span>, Patrick Kenny, Md. Jahangir <span class=SpellE>Alam</span> and Marcel <span class=SpellE>Kockmann</span>, <a href="stafylakis_interspeech_2015.pdf">JFA for Speaker Recognition with Random Digit Strings</a>, <i>Proc. <span class=SpellE>Interspeech</span>, Dresden Germany, Sept. 2015</i> <a href="stafylakis_interspeech2015_poster.pdf">poster</a></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Patrick Kenny, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, Jahangir <span class=SpellE>Alam</span> and Marcel <span class=SpellE>Kockmann</span>, <a href="kenny_interspeech_2015.pdf">An I-Vector Backend for Speaker Verification</a>, <i>Proc. <span class=SpellE>Interspeech</span>, Dresden Germany, Sept. 2015 </i></span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="kenny_interspeech2015_presentation.pdf"><span style='font-family: "Arial","sans-serif"'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, <span class=SpellE>Gautam</span> Bhattacharya and <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, <a href="alam_asvsc_interspeech_2015.pdf">Development of CRIM System for the Automatic Speaker Verification Spoofing and Countermeasures Challenge 2015</a>, <i>Proc. <span class=SpellE>Interspeech</span>,</i> <i>Dresden, Germany, Sept. 2015 </i></span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="alam_is2015_1298_poster.pdf"><span style='font-family:"Arial","sans-serif"'>poster</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Patrick Kenny, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, Md. Jahangir <span class=SpellE>Alam</span> and Marcel <span class=SpellE>Kockmann</span>, <a href="kenny_icassp_2015.pdf">JFA Modeling with Left-to-Right Structure and a New Backend for Text-Dependent Speaker Recognition</a> <i>Proc. ICASSP, Brisbane, Australia, April 2015</i>, <a href="kenny_icassp_2015_poster.pdf">poster</a></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Patrick Kenny, <span class=SpellE>Themos</span> <span class=SpellE>Stafylakis</span>, Md. Jahangir <span class=SpellE>Alam</span>, Pierre <span class=SpellE>Ouellet</span> and Marcel <span class=SpellE>Kockmann</span>, <a href="kenny_interspeech2014_v0.4.pdf">In-Domain versus Out-of-Domain Training for Text-Dependent JFA</a> Proc. INTERSPEECH, Singapore, September 2014.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, Pierre <span class=SpellE>Dumouchel</span> and Douglas O'Shaughnessy, <a href="IS2014_alam.pdf">Noise Spectrum Estimation using Gaussian Mixture Model-based Speech Presence Probability for Robust Speech Recognition</a>, <i>Proc. INTERSPEECH, Singapore, September 2014</i>.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, Pierre <span class=SpellE>Dumouchel</span> and Douglas O'Shaughnessy, <a href="EUSIPCO2014_p1_alam.pdf">Robust Feature Extractors for Continuous Speech Recognition</a> <i>Proc. EUSIPCO, Lisbon, Portugal, September 2014</i>.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Md. Jahangir <span class=SpellE>Alam</span>, Patrick Kenny, Pierre <span class=SpellE>Dumouchel</span> and Douglas O'Shaughnessy, <a href="EUSIPCO2014_p2_alam.pdf">Robust Speech Recognition Using Warped DFT-Based Cepstral Features in Clean and <span class=SpellE>Multistyle</span> Training</a> <i>Proc. of EUSIPCO, Lisbon, Portugal, 2014</i>.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Stafylakis</span>, T., <span class=SpellE>Alam</span>, J., Ouellet, P., and <span class=SpellE>Kockmann</span>, M., <a href="kenny_odyssey2014.pdf">Joint Factor Analysis For Text-Dependent Speaker Verification</a> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Joensuu, Finland, June 2014 <a href="kenny_Odyssey2014_presentation.pdf">slides</a></i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., Gupta, V., <span class=SpellE>Stafylakis</span>, T., Ouellet, P. and <span class=SpellE>Alam</span>, J., <a href="Stafylakis_MS_Odyssey_final_v0.1.pdf">Deep Neural Networks for Extracting Baum-Welch Statistics for Speaker Recognition</a> Proc. Odyssey Speaker and Language Recognition Workshop, Joensuu, Finland, June 2014 <a href="stafylakis_Odyssey_14_presentation.pdf">slides</a> </span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., Ouellet, P., <span class=SpellE>Stafylakis</span>, T. and <span class=SpellE>Dumouchel</span>, P., <a href="Alam_odyssey2014.pdf">Supervised/Unsupervised Voice Activity Detectors for Text-Dependent Speaker Recognition on the RSR2015 Corpus</a> <i>Proc. Odyssey Speaker and <span class=SpellE>Langauge</span> Recognition Workshop, <span class=SpellE>Joensuu</span>, Finland June 2014 </i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Martinez Gonzalez, D., <span class=SpellE>Burget</span>, L., <span class=SpellE>Stafylakis</span>, T. Lei, Y., Kenny, P. and Lleida, E., <a href="Martinez_ICASSP2014.pdf">Unscented Transform for <span class=SpellE>iVector</span>-Based Noisy Speaker Recognition</a> <i>Proc. ICASSP 2014, Florence, Italy, May 2014</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Stafylakis</span>, T., Ouellet, P., and <span class=SpellE>Alam</span>, J., <a href="kenny_icassp14.pdf">JFA-Based Front Ends for Speaker Recognition</a> <i>Proc. ICASSP, May 2014</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Gupta, V., Kenny, P., Ouellet, P., and <span class=SpellE>Stafylakis</span>, T., <a href="Gupta_ICASSP2014.pdf">I-Vector Based Speaker Adaptation of Deep Neural Networks for French Broadcast Audio Transcription</a> <i>Proc. ICASSP 2014, Florence, Italy, May 2014</i> </span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Gupta, V., Kenny, P., <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Alam_REVERB2014.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Use of Multiple Front-Ends and I-Vector Based Speaker Adaptation for Robust Speech <span class=SpellE>Recogntion</span></span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, <i>Proc. REVERB Challenge, Florence, Italy, May 2014</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., <span class=SpellE>Attabi</span>, Y., <span class=SpellE>Dumouchel</span>, P., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="IS13_Jahangir_1616.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Amplitude Modulation Features for Emotion Recognition from Speech</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span>, Lyon, France, August 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="IS13_Jahangir_1612.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Regularized MVDR Spectrum Estimation-Based Robust Feature Extractors for Speech Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span>, Lyon, France, August 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Kinnunen</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., <span class=SpellE>Alam</span>, J., <span class=SpellE>Matejka</span>, P., Kenny, P., <span class=SpellE>Cernocky</span>, J., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS13_Jahangir_960.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Frequency Warping and Robust Speaker Verification: A Comparison of Alternative Mel-Scale Representations</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span>, Lyon, France, August 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="nolisp2013_Jahangir.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Smoothed Nonlinear Energy Operator Based Amplitude Modulation Features for Robust Speech Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. NOLISP, Mons, Belgium, June 2013</i></span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Dumouchel</span>, P., <span class=SpellE>Dehak</span>, N., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS13_senoussaoui_SV_Rev.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>New Cosine Similarity Scorings to Implement Gender-Independent Speaker Verification</span></a> </span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Proc. <span class=SpellE>Interspeech</span>, Lyon, France, August 2013 </span></i><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS13_senoussaoui_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., Kenny, P., Ouellet, P., Perez, J.. <span class=SpellE>Kockmann</span>, M., <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="IS13_text-dependent_Themos.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Text-Dependent Speaker <span class=SpellE>Recogntion</span> using PLDA with Uncertainty Propagation </span></a></span><i><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Proc. <span class=SpellE>Interspeech</span>, Lyon, France, August 2013 </span></i><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS13_Themos_pres.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>poster</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Dumouchel</span>, P., <span class=SpellE>Stafylakis</span>. T., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="senoussaoui_icassp2013.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Efficient Iterative Mean Shift Based Cosine Dissimilarity for Multi-Recording Speaker Clustering</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. ICASSP, Vancouver, Canada, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Alam_icassp2013.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Speech Recognition using Regularized Minimum Variance <span class=SpellE>Distortionless</span> Response Spectrum Estimation Based Cepstral Features</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. ICASSP, Vancouver, Canada, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., O Shaughnessy, D., Kenny, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Alam_WOSSPA_2013.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>A Novel Feature Extractor Employing Regularized MVDR Spectrum Estimator and <span class=SpellE>Subband</span> Spectrum Enhancement Technique</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. WOSSPA, <span class=SpellE>Algeirs</span>, Algeria, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>. T., Kenny, P., Gupta, V., <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="stafylakis_icassp_13.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Compensation for inter-frame correlations in speaker <span class=SpellE>diarization</span> and recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. ICASSP, Vancouver, Canada, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Attabi</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, Y., <span class=SpellE>Alam</span>, J., <span class=SpellE>Dumouchel</span>, P., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Attabi_ICASSP_2013.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Multiple Windowed Spectral Features for Emotion Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. ICASSP, Vancouver, Canada, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., <span class=SpellE>Stafylakis</span>. T., Ouellet, P., <span class=SpellE>Alam</span>, J., <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="kenny_icassp13.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>PLDA for Speaker Verification with Utterances of Arbitrary Duration</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. ICASSP, Vancouver, Canada, May 2013</i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., and O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="JAlam_eusipco2012.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Robust Speech Recognition under Noisy Environments using Asymmetric Tapers</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. EUSIPCO</i>, 2012</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., and O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="JAlam_InterSpeech_2012.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Robust Feature Extraction for Speech Recognition by Enhancing Auditory Spectrum</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span>, Portland, Oregon, </i>September 2012</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., Kenny, P., <span class=SpellE>Senoussaoui</span>, M., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Stafyl_Interspeech12.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>PLDA Using Gaussian Restricted Boltzmann Machines with Application to Speaker Verification</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span>, Portland</i>, <i>Oregon</i> September 2012 </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Stafyl_Interspeech12_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., <span class=SpellE>Katsouros</span>, V., Kenny, P., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Stafylakis_MS_Odyssey_final_v0.1.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Mean Shift Algorithm for Exponential Families with Applications to Speaker Clustering</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Singapore</i>, June 2012</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stafylakis</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, T., Kenny, P., <span class=SpellE>Senoussaoui</span>, M., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Stafylakis_Odyssey2012_v2.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Preliminary Investigation of Boltzmann Machine Classifiers for Speaker Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Singapore</i>, June 2012</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>. J., Kenny, P., and O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="alam_Odyssey2012.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>On the Use of Asymmetric-shaped Tapers for Speaker Verification using I-Vectors</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Singapore</i>, June 2012 </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="alam_Odyssey2012_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="kenny_odyssey2012.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>A Small Footprint <span class=SpellE>i</span>-Vector Extractor</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Singapore</i>, June 2012 </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="kenny_Odyssey2012_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., <span class=SpellE>Dehak</span>, N., Kenny, P., <span class=SpellE>Dehak</span>, R., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="RBM_Odyssey2012-Finalv_send.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>First Attempt at Boltzmann Machines <span class=SpellE>fo</span> Speaker Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'> <i>Proc. Odyssey Speaker and Language Recognition Workshop, Singapore</i>, June 2012 </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="senoussaoui_Odyssey2012_presentation.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., <span class=SpellE>Kinnunen</span>, T., Kenny, P., Ouellet, P., and O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Jahangir_ASRU2011CameraReadyManuscript1216_final.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Multi-Taper MFCC Features for Speaker Verification Using I-Vectors</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'> <i>Proc. ASRU 2011, Hawaii, </i>December 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Ouellet, P., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Jahangir_nolisp2011_16_final.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Comparative Evaluation of Feature Normalization Techniques for Speaker Verification</span></a></span><span lang=EN-US style='font-family: "Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc NOLISP 2011, LNAI 7015, pp. 246-253, Las Palmas, Spain</i>, November 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Alam</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, J., Kenny, P., O Shaughnessy, D., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="Jahangir_nolisp2011_25_final.pdf"><span style='font-family: "Arial","sans-serif";color:black;text-decoration:none;text-underline:none'>A Study of Low-Variance Multi-Taper Features for Distributed Speech Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc NOLISP 2011, LNAI 7015, pp. 239-245, Las Palmas, Spain</i>, November 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Brummer</span>, N., de Villiers, E., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="MixturePLDA_Interspeech2011_SubmissionV.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Mixture of PLDA Models in I-Vector Space for Gender-Independent Speaker Recognition</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'> <i>Proc. <span class=SpellE>Interspeech</span> 2011, Florence, Italy</i>, August 2011 </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="kenny_interspeech2011_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Dumouchel</span>, P., and <span class=SpellE>Castaldo</span>, F., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="SENOUSSAOUI_icassp_2011.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Well Calibrated Heavy Tailed Bayesian Speaker Verification for Microphone Speech</span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, <i>Proc ICASSP,&nbsp;Prague, Czech Republic</i>, May 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'> <o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Matejka</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, P., <span class=SpellE>Glembek</span>, O., <span class=SpellE>Castaldo</span>, F., <span class=SpellE>Alam</span>, J., <span class=SpellE>Plchot</span>, O., Kenny, P., <span class=SpellE>Burget</span>, L., and <span class=SpellE>Cernocky</span>, J., Full Covariance UBM and Heavy-Tailed PLDA in <span class=SpellE>i</span>-vector Speaker Verification, <span class=SpellE><i>Proc</i></span><i> ICASSP,&nbsp;Prague, Czech Republic</i>, May 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'> <o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Glembek</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, O., <span class=SpellE>Burget</span>, L., <span class=SpellE>Matejka</span>, P., <span class=SpellE>Karafiat</span>, M., and Kenny, P., Simplification and Optimization of <span class=SpellE>i</span>-vector extraction, <span class=SpellE><i>Proc</i></span><i> ICASSP,&nbsp;Prague, Czech Republic</i>, May 2011</span><span lang=EN-US style='mso-ansi-language:EN-US'> <o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P., </span><span lang=EN-US style='mso-ansi-language: EN-US'><a href="kenny_Odyssey2010.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Bayesian Speaker Verification with Heavy-Tailed Priors</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>keynote presentation, <i>Odyssey Speaker and Language Recognition Workshop, Brno, Czech Republic</i>, June 2010 </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="kenny_Odyssey2010_presentation.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>slides</span></a><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N., <span class=SpellE>Dehak</span>, R., Glass, J., Reynolds, D. and Kenny, P. &quot;Cosine Similarity Scoring without Score Normalization Techniques&quot;, <i>Proceedings of Odyssey 2010 - The Speaker and Language Recognition Workshop (Odyssey 2010),</i> pp. 71-75. Brno, Czech Republic, June 28 - July 1, 2010.</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Senoussaoui</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, M., Kenny, P., <span class=SpellE>Dehak</span>, N., and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Mohammed_Odyssey2010.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>An <span class=SpellE>i</span>-vector Extractor Suitable for Speaker Recognition with both Microphone and Telephone Speech </span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>in <i>Proc Odyssey Speaker and Language Recognition Workshop, Brno, Czech Republic</i>, June 2010</span><span lang=EN-US style='mso-ansi-language:EN-US'> <o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N., <span class=SpellE>Dehak</span>, R., Kenny, P., <span class=SpellE>Brummer</span>, N., <span class=SpellE>Ouellet</span>, P and <span class=SpellE>Dumouchel</span>, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS090079.PDF"><span style='font-family:"Arial","sans-serif";color:black; text-decoration:none;text-underline:none'>Support Vector Machines versus Fast Scoring in the Low-Dimensional Total Variability Space for Speaker Verification </span></a></span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <span class=SpellE><i>Proc</i></span><i>&nbsp; <span class=SpellE>Interspeech</span> 2009, Brighton</i>, UK, September 2009</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Reynolds, D., Kenny, P., and <span class=SpellE>Castaldo</span>, F., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="IS090471.PDF"><span style='font-family:"Arial","sans-serif";color:black; text-decoration:none;text-underline:none'>A Study of New Approaches to Speaker <span class=SpellE>Diarization</span></span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <span class=SpellE><i>Proc</i></span><i>&nbsp; <span class=SpellE>Interspeech</span> 2009, Brighton, UK, September 2009</i></span><span lang=EN-US style='mso-ansi-language: EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Glembek</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, O., <span class=SpellE>Burget</span>, L., <span class=SpellE>Dehak</span>, N., <span class=SpellE>Brummer</span>, N., and Kenny, P., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Ondrej_icassp2009.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Comparison of Scoring Methods used in Speaker Recognition with Joint Factor Analysis</span></a> </span><span lang=EN-US style='font-family: "Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proc&nbsp; ICASSP 2009, </i>Taipei, Taiwan, April 2009</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N., Kenny, P., <span class=SpellE>Dehak</span>, R., <span class=SpellE>Glembek</span> O., <span class=SpellE>Dumouchel</span>. P., <span class=SpellE>Burget</span>, L., <span class=SpellE>Hubeika</span>, V. and <span class=SpellE>Castaldo</span>, F., </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Najim_icassp_2009.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Support Vector Machines and Joint Factor Analysis for Speaker Verification</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proc&nbsp; ICASSP 2009, </i>Taipei, Taiwan, April 2009</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Dehak</span> N, <span class=SpellE>Ouellet</span>, P, Gupta, V, and <span class=SpellE>Dumouchel</span>, P, <a href="Kenny_icslp08.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Development of the Primary CRIM System for the NIST 2008 Speaker Recognition Evaluation</span></a> In <span class=SpellE><i>Proc</i></span><i>&nbsp; <span class=SpellE>Interspeech</span> 2008, </i>Brisbane, Australia, Sept 2008<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'><br> Yin S-C, Rose, R and Kenny, P <a href="Yin_ICASSP08.pdf"><span style='color:black'>Adaptive Score Normalization for Progressive Model Adaptation in Text Independent Speaker Verification</span></a>&nbsp; In Proc&nbsp; ICASSP 2008, Las Vegas, Nevada, Mar 2008<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Gupta V, <span class=SpellE>Boulianne</span>, G, Kenny, P, <span class=SpellE>Ouellet</span>, P, and <span class=SpellE>Dumouchel</span>, P</span><span lang=EN-US style='mso-ansi-language:EN-US'> <a href="vishwa_ICASSP2008.pdf"><span style='font-family:"Arial","sans-serif"; color:black'>Speaker <span class=SpellE>Diarization</span> of French Broadcast News</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <i>Proc&nbsp; ICASSP 2008</i>, Las Vegas, Nevada, Mar 2008</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Dehak</span> N, Gupta, V, and <span class=SpellE>Dumouchel</span>, P</span><span lang=EN-US style='mso-ansi-language:EN-US'> <a href="Kenny_ICASSP08.pdf"><span style='font-family:"Arial","sans-serif"'>A New Training Regimen for Factor Analysis of Speaker Variability</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Mar 2008</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N, <span class=SpellE>Dehak</span>, R, Kenny, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="PAR_DehNals_Odyssey08_Comparison.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Comparison between factor analysis and GMM support vector machines for speaker verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>In <i>Proceedings of the IEEE Odyssey Speaker and Language Recognition Workshop 2008</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stellenbosch, South Africa, Jan 2008</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, R, <span class=SpellE>Dehak</span>, N, Kenny, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="PAR_DehNals_Odyssey08_Kernel.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Kernel Combination for SVM Speaker Verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the IEEE Odyssey Speaker and Language Recognition Workshop 2008</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Stellenbosch, South Africa, Jan 2008</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Dehak</span>, N, <span class=SpellE>Dehak</span>, R, Gupta, V and P <span class=SpellE>Dumouchel</span> <a href="Kenny_Odyssey2008.pdf">The Role of Speaker Factors in the NIST Extended Data Task&nbsp;</a></span><span lang=EN-US style='mso-ansi-language: EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <i>Proceedings of the IEEE Odyssey Speaker and Language Recognition Workshop 2008</i></span><span lang=EN-US style='mso-ansi-language: EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Stellenbosch, South Africa, Jan 2008</span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Gupta, V, Kenny, P, <span class=SpellE>Ouellet</span>, P, <span class=SpellE>Dehak</span>, R, <span class=SpellE>Boulianne</span>, G and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="vishwa_asru2007.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Multiple Feature Combination to Improve Speaker <span class=SpellE>Diarization</span> of Telephone Conversations</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the IEEE ASRU Workshop 2007</i></span><span lang=EN-US style='mso-ansi-language: EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kyoto, Japan, Dec 2007</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, N, Kenny, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="najim_interspeech.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Continuous prosodic features and formant modeling with joint factor analysis for speaker verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the International Conference of <span class=SpellE>Interspeech</span> 2007</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Antwerp, Belgium, August 2007</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span class=SpellE><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Dehak</span></span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>, R, <span class=SpellE>Dehak</span>, N, Kenny, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="reda_dehak.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Linear and <span class=SpellE>non linear</span> kernel GMM support vector machines for speaker verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the International Conference of <span class=SpellE>Interspeech</span> 2007</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Antwerp, Belgium, August 2007 </span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, Gupta, V, <span class=SpellE>Boulianne</span>, G, <span class=SpellE>Ouellet</span>, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_icslp2006.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Feature Normalization Using Smoothed Mixture Transformations</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the International Conference on Spoken Language Processing (<span class=SpellE>Interspeech</span> 2006 - ICSLP)</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family: "Arial","sans-serif";mso-ansi-language:EN-US'>Pittsburgh, PA, USA, September 17-21, 2006</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Boulianne</span>, G, <span class=SpellE>Ouellet</span>, P and P <span class=SpellE>Dumouchel</span>&nbsp;</span><span lang=EN-US style='mso-ansi-language:EN-US'> <a href="kenny_odyssey2006.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>The Geometry of the Channel Space in GMM-Based Speaker Recognition</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <i>Proceedings of IEEE Odyssey 2006 - The Speaker and Language Recognition Workshop</i></span><span lang=EN-US style='mso-ansi-language: EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>San Juan, Puerto Rico, June 28-30, 2006</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Yin, S-C, Kenny, P and R Rose </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Odyssey06_Yin.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Experiments in Speaker Adaptation for Factor Analysis Based Speaker Verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of IEEE Odyssey 2006 - The Speaker and Language Recognition Workshop</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>San Juan, Puerto Rico, June 28-30, 2006</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Mihoubi</span>, M and P <span class=SpellE>Dumouchel</span>&nbsp;</span><span lang=EN-US style='mso-ansi-language: EN-US'> <a href="improvements.pdf"><span style='font-family:"Arial","sans-serif"; color:black;text-decoration:none;text-underline:none'>Improvements in factor analysis based speaker verification</span></a>&nbsp; </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the 2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2006)</i></span><span lang=EN-US style='mso-ansi-language: EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Toulouse, France, May 14-19, 2006</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Boulianne</span>, G, <span class=SpellE>Ouellet</span>, P and P <span class=SpellE>Dumouchel</span> </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="ICASSP2005.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Factor Analysis Simplified</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>In <i>Proceedings of the 2005 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2005)</i>, <span class=SpellE>vol</span> 1, pp 637-640 Philadelphia, PA, USA March 18-23, 2005</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Dumouchel</span>, P </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="odyssey2004.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Experiments in Speaker Verification using Factor Analysis Likelihood Ratios</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <i>Proceedings of Odyssey04 - Speaker and Language Recognition Workshop</i></span><span lang=EN-US style='mso-ansi-language:EN-US'> </span><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language: EN-US'>Toledo, Spain, May 31 - June 3, 2004</span><span lang=EN-US style='mso-ansi-language:EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><a name="OLE_LINK2"></a><a name="OLE_LINK1"></a><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'>Kenny, P, <span class=SpellE>Dumouchel</span>, P&nbsp; </span><span lang=EN-US style='mso-ansi-language:EN-US'><a href="ICASSP2004.pdf"><span style='font-family:"Arial","sans-serif";color:black;text-decoration:none; text-underline:none'>Disentangling Speaker and Channel Effects in Speaker Verification</span></a> </span><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'>In <i>Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004)</i>, <span class=SpellE>vol</span> 1, pp I-37-40 Fairmont Queen Elizabeth Hotel, Montreal, Quebec, Canada, May 17-21, 2004</span><span lang=EN-US style='mso-ansi-language: EN-US'>&nbsp;<o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'>Kenny, P</span><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-begin'></span> XE &quot;Kenny, P.&quot; </span><![endif]--><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-end'></span></span><![endif]--><span lang=EN-US style='mso-ansi-language:EN-US'>, <span class=SpellE>Mihoubi</span>, <span class=SpellE>M.,</span></span><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-begin'></span><span class=SpellE> XE &quot;Mihoubi, M.&quot; </span></span><![endif]--><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-end'></span></span><![endif]--><span lang=EN-US style='mso-ansi-language:EN-US'><span class=SpellE>and</span> <span class=SpellE>Dumouchel</span>, <span class=SpellE>P.</span></span><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-begin'></span></span><span class=SpellE><span lang=EN-US style='mso-ansi-language:EN-CA'> </span><span lang=EN-US style='mso-ansi-language:EN-US'>XE &quot;Dumouchel, P.&quot; </span></span><![endif]--><!--[if supportFields]><span lang=EN-US style='mso-ansi-language:EN-US'><span style='mso-element:field-end'></span></span><![endif]--><span lang=EN-US style='mso-ansi-language:EN-US'><span class=SpellE><a href="eurospeech2003.pdf"><span style='font-family:"Arial","sans-serif"'>New</span></a></span></span><span class=MsoHyperlink><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'> MAP Estimators for Speaker Recognition </span></span><span class=MsoHyperlink><i><span lang=EN-US style='mso-ansi-language:EN-US'>Proceedings of the 8t</span></i></span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p class=MsoNormal><i><span lang=EN-US style='mso-ansi-language:EN-US'>h European Conference on Speech Communication and Technology (<span class=SpellE>Eurospeech</span> 2003),</span></i><span lang=EN-US style='mso-ansi-language:EN-US'> pp 2691-2964 Geneva, Switzerland, September 1-4, 2003</span><span lang=EN-US style='mso-fareast-font-family:"Times New Roman";color:windowtext;mso-ansi-language: EN-US'> </span><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'><a href="eurospeech2003.pdf"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\eurospeech2003\.pdf\0022"'><b><span style='font-family:"Arial","sans-serif"'>Presentations</span></b></span></span></a></span><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></p> <p style='margin-left:35.3pt'><a name="OLE_LINK4"></a><a name="OLE_LINK3"></a><span lang=EN-US style='font-family:"Arial","sans-serif";mso-ansi-language:EN-US'><a href="eurospeech2003.pdf"><span style='color:black;text-decoration:none; text-underline:none'>Kenny, P., </span><span style='font-family:"Times New Roman","serif"; color:black;text-decoration:none;text-underline:none'><span style='mso-field-code: "HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\kenny_Odyssey2010_presentation\.pdf\0022"'><span style='font-family:"Arial","sans-serif"'>Bayesian Speaker Verification with Heavy-Tailed Priors </span></span></span><i><span style='color:black; text-decoration:none;text-underline:none'>Odyssey Speaker and Language Recognition Workshop, Brno, Czech Republic</span></i><span style='color:black; text-decoration:none;text-underline:none'>, June 2010 </span></a></span><span class=MsoHyperlink><span lang=EN-US style='color:black;mso-ansi-language:EN-US; text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='font-family:"Arial","sans-serif"; mso-ansi-language:EN-US'><a href="kenny_Odyssey2010_presentation.pdf"><span class=SpellE><span style='color:black;text-decoration:none;text-underline:none'>Brummer</span></span><span style='color:black;text-decoration:none;text-underline:none'>, N., <span class=SpellE>Glembek</span>, O., Kenny, P, et al., </span><span style='font-family:"Times New Roman","serif";color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\abc4sre_slides-joined\.pdf\0022"'><span style='font-family:"Arial","sans-serif"'>The ABC and CRIM Systems for the NIST 2010 Speaker Recognition Evaluation</span></span> </span><span style='color:black;text-decoration:none;text-underline:none'>June 2010 </span></a></span><span class=MsoHyperlink><span lang=EN-US style='color:black;mso-ansi-language:EN-US; text-decoration:none;text-underline:none'><o:p></o:p></span></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'><a href="abc4sre_slides-joined.pdf"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p style='margin-left:35.3pt'><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> <p><span lang=EN-US style='mso-ansi-language:EN-US'><a href="Kenny_CRIM_SRE08.ppt"><span style='color:black;text-decoration:none; text-underline:none'><span style='mso-field-code:"HYPERLINK \0022\\\\\\\\CORPO\.CRIM\.CA\\\\dfs\\\\gen\\\\homes\\\\reco\\\\kennypa\\\\public_html\\\\Kenny_CRIM_SRE08\.ppt\0022"'>&nbsp;</span></span></a><span class=MsoHyperlink><span style='color:black;text-decoration:none;text-underline: none'><o:p></o:p></span></span></span></p> </div> </body> </html>