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The Algorithm of Speech Classification by Meaning

Student: Cheremushkin Pavel

Supervisor: Nikolay Karpov

Faculty: Faculty of Informatics, Mathematics, and Computer Science (HSE Nizhny Novgorod)

Educational Programme: Master

Year of Graduation: 2014

<p>The aim of the work is a development and <span id="result_box" lang="en"><span title="Целью настоящей работы является разработка и прототипирование алгоритма классификации речи по смыслу.">prototyping</span></span> the algorithm of speech classification by meaning. By the word &quot;meaning&quot;&nbsp; we will understand a themes. <span id="result_box" lang="en"><span title="Для достижения цели ставятся следующие задачи:">To achieve the goal we set the following </span></span><span id="result_box" lang="en"><span title="Для достижения цели ставятся следующие задачи:">objectives:</span></span></p><p><span id="result_box" lang="en"><span class="hps">1.</span> <span class="hps alt-edited">Research</span>ing an <span class="hps">existing</span> <span class="hps">approaches</span> <span class="hps">to</span> speech classification <span class="hps">as</span> <span class="hps">a whole</span> <span class="hps">and</span> a<span class="hps"> classification </span><span class="hps">short messages</span><span>;</span><br /><span class="hps">2</span><span>.</span> <span class="hps">Development an algorithm</span> <span class="hps">that allows </span><span class="hps">classify</span> <span class="hps">short messages</span><span>;</span><br /><span class="hps">3</span><span>.</span> <span class="hps">Build a</span> <span class="hps">collection</span> <span class="hps">of english texts</span> <span class="hps">with different styles</span> <span class="hps">and themes</span><span>;</span><br /><span class="hps">4</span><span>.</span> <span class="hps">Comparison a</span> <span class="hps">classification accuracy</span> <span class="hps">for written</span> <span class="hps">and spoken speech</span><span class="hps">.</span></span></p>

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