7th International Conference on Applied Mathematics and Sciences (AMA 2023)

<!DOCTYPE html> <html> <head> <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"/>  <link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet"> <link href="//fonts.googleapis.com/css?family=Roboto+Condensed" rel="stylesheet">  <link type="text/css" rel="stylesheet" href="css/materialize.min.css" media="screen,projection"/> <link rel="stylesheet" href="releases/v5.0.13/css/all.css" > <link type="text/css" rel="stylesheet" href="css/main.css"/>  <meta name="viewport" content="width=device-width, initial-scale=1.0"/> <title>7th International Conference on Applied Mathematics and Sciences (AMA 2023)</title> <link rel="canonical" href="https://ama2023.org/papers" /> <link rel="icon" type="image/ico" href="img/logo.ico"> </head> <body>  <header class="main-header"> <nav class="transparent"> <div class="container"> <div class="nav-wrapper"> <a href="#" class="brand-logo">AMA</a> <a href="#" data-activates="mobile-nav" class="button-collapse"> <i class="fa fa-bars"></i> </a> <ul class="right hide-on-med-and-down"> <li> <a href="/">HOME</a> </li> <li> <a href="papersubmission">PAPER SUBMISSION</a> </li> <li> <a href="committee">PROGRAM COMMITTEE</a> </li> <li> <a class="active-link" href="#">ACCEPTED PAPERS</a> </li> <li> <a href="contact">CONTACT US</a> </li> </ul> <ul class="side-nav grey darken-1 white-text" id="mobile-nav"> <h4 class="center">AMA 2023</h4> <li> <div class="divider"></div> </li> <li> <a href="/"> <i class="fa fa-home white-text"></i>Home </a> </li> <li> <a href="papersubmission"> <i class="fa fa-user white-text"></i>Paper Submission </a> </li> <li> <a href="committee"> <i class="fa fa-user white-text"></i>Program Committee </a> </li> <li> <a class="active-link" href="papers"> <i class="fa fa-newspaper white-text"></i>Accepted Papers </a> </li> <li> <a href="contact"> <i class="fa fa-phone white-text"></i>Contact Us </a> </li> <li> <div class="divider"></div> </li> <li> <a href="submission/index" target="blank" class="btn grey waves-effect waves-light">Paper Submission</a> </li> </ul> </div> </div> </nav>  <div class="showcase container"> <div class="row"> <div class="col s12 m10 offset-m1 center grey-text text-darken-3"> <h5>Welcome to AMA 2023</h5> <h2>7<sup>th</sup> International Conference on Applied Mathematics and Sciences (AMA 2023)</h2> <p>May 13 ~ 14, 2023, Virtual Conference</p> <br> <br> </div> </div> </div> </header> <section class="section section-icons "> <div class="container"> <div class="row"> <div class="col s12 m12"> <div class="card-panel grey darken-2 z-depth-3 white-text center"> <i class="fa fa-paper-plane fa-3x"></i> <h5>Accepted Papers</h5> </div> </div> <div class="col s12 m12"> <div class="card-panel white z-depth-3 ">  <h6 style="color:black;font-family:classic wide,sans-cserif;font-size:20px"><b>The Analysis of Sampling Techniques and Related Approaches - A Review</b></h6> <p style="color:black;text-align:justify;font-size: 15px;"> Princy Yadav, Department of Mathematics, Chandigarh University, Mohali, Punjab</p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>ABSTRACT</b></h6> <p style="color:black;text-align:justify;">Various research fields require different sampling techniques for conducting the research efficiently. It is very essential to choose the adequate technique of sampling. This paper gives an idea on different sampling techniques and their importance in different fields. In this paper, we discuss sampling and various types of sampling techniques. We go through two types of sampling techniques i.e., probability and non- probability sampling techniques. We study their subcategories. Further, we discuss the pros and cons of these techniques. Discussing different sampling techniques and their pros and cons will give the reader better understanding of the sampling techniques. It will help the reader to choose the right sampling technique for particular research. Choosing the correct sampling technique is very important for research. If a researcher knows well about different sampling techniques, he can choose adequate sampling technique for his research work. The aim of the study is fulfilled when a researcher understands which sampling technique is good for his research. </p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>KEYWORDS</b></h6> <p style="color:black;text-align:justify">Population, Sampling, Sampling Techniques, Probability Sampling, Non-Probability Sampling.</p> <br> <h5 style="color:black;font-family:classic wide,sans-serif;"> <b>A Possible Resolution to Hilbert鈥檚 First Problem</b></h5> <br> <p style="color:black;text-align:justify;font-size: 15px;">Rajah Iyer,Microsoft, Redmund, Seattle, USA, R&D; </p> <h5 style="color:black;font-family:classic wide,sans-serif;">ABSTRACT</h5> <p style="color:black;text-align:justify;">We present herein a new approach to the Continuum hypothesis CH. We will establish a technique for forming a subset K of R, further to this, we will extend the logical premise of Cantor鈥檚 Diagonal Argument to devise a means by which the cardinality of K is established between (N,R) respectively. </p> <h5 style="color:black;font-family:classic wide,sans-serif;">KEYWORDS</h5> <p style="color:black;text-align:justify">Diagonal Argument, Continuum Hypothesis CH, Resolution to CH <br> <h5 style="color:black;font-family:classic wide,sans-serif;"> <b>Optimizing Similarity Threshold for Abstract Similarity Metric in Speech Diarization Systems: A Mathematical Formulation</b></h5> <br> <p style="color:black;text-align:justify;font-size: 15px;">Jagat Chaitanya Prabhala, Dr. Venkatnareshbabu K, Dr. Ragoju Ravi, Department of Applied Sciences, National Institute of Technology, Goa, India </p> <h5 style="color:black;font-family:classic wide,sans-serif;">ABSTRACT</h5> <p style="color:black;text-align:justify;">In this research, we propose a novel approach for speaker diarization, which is the process of determining who spoke when in an audio or video recording that contains unknown amount of speech from unknown speakers and unknown number of speakers. Speaker diarization has several applications in the field of speech processing and is often used as a pre-processing step. However, traditional supervised and unsupervised algorithms for speaker diarization have limitations, such as the high cost of providing exhaustive labeling for training datasets in the case of supervised learning and compromised accuracy when using unsupervised approaches.</p> <p style="color:black;text-align:justify;">To address these limitations, we propose a method that utilizes x-vector embedding, abstract similarity metrics, and a combination of graph theory, matrix algebra, and genetic algorithm. We also introduce the concept of loosely labeled data and demonstrate how our approach effectively clusters temporal segments into unique user segments for speaker diarization.</p> <p style="color:black;text-align:justify;">We evaluate the performance of our proposed algorithm on audio recordings in English, Spanish, and Chinese and compare it with well-known similarity metrics. Our results demonstrate that our approach effectively optimizes the speaker diarization process and outperforms traditional methods. This research has significant implications for various applications in speech processing and has the potential to improve the performance of other related tasks. </p> <h5 style="color:black;font-family:classic wide,sans-serif;">KEYWORDS</h5> <p style="color:black;text-align:justify">signal processing, speaker diarization, discrete optimization, neural networks <br> <h5 style="color:black;font-family:classic wide,sans-serif;"> <b>Hybrid System Approach to Math and Science</b></h5> <br> <p style="color:black;text-align:justify;font-size: 15px;">Bradford Hansen-Smith, USA </p> <h5 style="color:black;font-family:classic wide,sans-serif;">ABSTRACT</h5> <p style="color:black;text-align:justify;">To introduce folding circles at the same time we are drawing pictures and making symbols of them is one thing we can do to enlarge our approach to math and science. It brings 2-D and 3-D together through the movement of folding the circle that is not predictable by either one of them. If it were so, we would already be doing it. </p> <h5 style="color:black;font-family:classic wide,sans-serif;">KEYWORDS</h5> <p style="color:black;text-align:justify">geometry, folding circles, symmetry, unity <br>  </div> </div> </div> </div> </section>   <footer class="page-footer grey lighten-1"> <div class="container"> <div class="row"> <div class="col s12 m6"> <h5 class="grey-text lighten-3"> <font color="#FFF">Contact Us</font> </h5> <a href="/cdn-cgi/l/email-protection#cbaaa6aa8baaa6aaf9fbf9f8e5a4b9ac" style="color:#000"><span class="__cf_email__" data-cfemail="48292529082925297a787a7b66273a2f">[email protected]</span></a> </div> </div> </div> <div class="footer-copyright grey darken-2"> <div class="container center"> Copyright © AMA 2023 </div> </div> </footer>  <script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script type="text/javascript" src="jquery-3.2.1.min.js"></script> <script type="text/javascript" src="js/materialize.min.js"></script> <script> $(document).ready(function() { // Custom JS & jQuery here $('.button-collapse').sideNav(); }); </script> </body> </html>

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7th International Conference on Applied Mathematics and Sciences (AMA 2023)