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<!DOCTYPE html>
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<head>
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<title>Syllabus | CSC3160/MDS6002 </title>
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<h1>CSC3160 Fundamentals of Speech and Language Processing</h1>
<br>
<h1> MDS6002 Natural Language Processing</h1>
</a>
<div style="clear:both;"></div>
</div>
<div class="sechighlight">
<div class="container sec">
<h2>Schedule and Syllabus</h2>
<br> This is the syllabus for the <b>Spring 2023</b>.
</div>
</div>
<div class="container sec">
<table class="table">
<tbody>
<tr class="active">
<th>Date</th>
<th>Event Type</th>
<th>Description</th>
<th>Material</th>
<th>Readings</th>
</tr>
<tr>
<td>Jan 5</td>
<td>Lecture 1</td>
<td>
<b>Introduction and course overview</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Jan 10</td>
<td>Lecture 2</td>
<td>
<b>Understanding human speech</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Jan 12</td>
<td>Lecture 3</td>
<td>
<b>Understanding human speech</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Jan 17</td>
<td>Lecture 4</td>
<td>
<b>Basics of machine learning and Pytorch</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 9</td>
<td>Lecture 5</td>
<td>
<b>Human sounds and their organization</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 14</td>
<td>Lecture 6</td>
<td>
<b>Words and their relationship to other words</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 16</td>
<td>Lecture 7</td>
<td>
<b>Syntax: Structure of sentences</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 21</td>
<td>Lecture 8</td>
<td>
<b>Text processing and regular expressions</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 23</td>
<td>Lecture 9</td>
<td>
<b>Language models</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Feb 28</td>
<td>Lecture 10</td>
<td>
<b>Language models</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 2</td>
<td>Lecture 11</td>
<td>
<b>Embedding: Representations of the meaning of words</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 7</td>
<td>Lecture 12</td>
<td>
<b>Embedding: Representations of the meaning of words</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 9</td>
<td>Lecture 13</td>
<td>
<b>Word classifications and Named entities recognition</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr class="success">
<td>Mar 14</td>
<td></td>
<td>
<b>Midterm exam</b>
</td>
<td></td>
<td> </td>
</tr>
<tr>
<td>Mar 16</td>
<td>Lecture 14</td>
<td>
<b>Application: Sentiment analysis</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 21</td>
<td>Lecture 15</td>
<td>
<b>Application: Text summarization</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 23</td>
<td>Lecture 16</td>
<td>
<b>Guest talk: fundamentals of speech recognition</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 28</td>
<td>Lecture 17</td>
<td>
<b>Guest talk: modern speech processing and applications</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Mar 30</td>
<td>Lecture 18</td>
<td>
<b>Application: Text-to-speech synthesis</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 6</td>
<td>Lecture 19</td>
<td>
<b>Application: Voice conversion</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 11</td>
<td>Lecture 20</td>
<td>
<b>Application: Machine translation</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 13</td>
<td>Lecture 21</td>
<td>
<b>Application: Question answering</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 18</td>
<td>Lecture 22</td>
<td>
<b>Application: Chatbot</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 20</td>
<td>Lecture 23</td>
<td>
<b>Guest talk: Industry applications of speech and language processing</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 25</td>
<td>Lecture 24</td>
<td>
<b>Guest talk: Industry applications of speech and language processing</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>Apr 27</td>
<td>Lecture 25</td>
<td>
<b>Final project review preparation</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr>
<td>May 4</td>
<td></td>
<td>
<b>No class: Final project report due</b>
</td>
<td>
</td>
<td>
</td>
</tr>
<tr class="success">
<td>May 7</td>
<td></td>
<td>
<b>Final project poster session</b>
</td>
<td></td>
<td> </td>
</tr>
</tbody>
</table>
</div>
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