{"id":7851,"date":"2023-01-25T14:12:04","date_gmt":"2023-01-25T19:12:04","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=7851"},"modified":"2025-04-15T13:25:49","modified_gmt":"2025-04-15T17:25:49","slug":"wisdom-boinde","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/","title":{"rendered":"Wisdom Boinde"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>About me<\/strong><\/h2>\n\n\n\n<p>I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young black physicist in the diaspora also expanded my interest in diversity, equity, and inclusion activities. I also enjoy general outdoor activities. I play for the Earlham Men\u2019s Soccer team. I also play basketball, run, listen to music, and dance amongst others.<\/p>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>My Project: Personalised Voice Recognition Program<\/strong><\/h2>\n\n\n\n<p>Speaker and Speech recognitions are present to enable users to communicate via voice to computers. However, these systems use Machine Learning processes that lack diversity of datasets in all areas such as race and age. In such machine learning domains, questions like: How do we represent individuals from all demographic groups? How do we identify biases in this system?, and How might we mitigate these biases? are being addressed at a rapid pace. Making speaker recognition personalizable on a certain number of training data sets is a solution that could address most of these questions posed. To this end, my project is a personalized Speech recognition system that recognizes only the user.<\/p>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Architecture Diagram<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture-1024x768.png\" alt=\"\" class=\"wp-image-8121\" width=\"551\" height=\"414\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture-1024x768.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture-300x225.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture-768x576.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture.png 1200w\" sizes=\"auto, (max-width: 551px) 100vw, 551px\" \/><figcaption>The flow of data through the program <\/figcaption><\/figure><\/div>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">link to GitHub:<a href=\"https:\/\/github.com\/wbboinde19\/Personalizable_Voice_Assistant\">https:\/\/github.com\/wbboinde19\/Personalizable_Voice_Assistant<\/a><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Software Demo Video<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Personalised Voice Recognition\" width=\"940\" height=\"705\" src=\"https:\/\/www.youtube.com\/embed\/qtfWAqsYmsI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Paper:<\/h3>\n\n\n\n<div class=\"wp-block-file\"><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Paper-Draft-II.pdf\">Paper-Draft-II<\/a><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Paper-Draft-II.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Poster<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"877\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/08\/CS-Capstone-Poster-3-1024x877.png\" alt=\"\" class=\"wp-image-8433\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/08\/CS-Capstone-Poster-3-1024x877.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/08\/CS-Capstone-Poster-3-300x257.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/08\/CS-Capstone-Poster-3-768x658.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/08\/CS-Capstone-Poster-3-1536x1316.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>About me I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/\">Read More<\/a><\/p>\n","protected":false},"author":133,"featured_media":0,"parent":5058,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7851","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Wisdom Boinde - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Wisdom Boinde - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"About me I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-15T17:25:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/\",\"name\":\"Wisdom Boinde - CS\\\/DS Student Portfolios\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/Buddy-Data-Architecture-1024x768.png\",\"datePublished\":\"2023-01-25T19:12:04+00:00\",\"dateModified\":\"2025-04-15T17:25:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/#primaryimage\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/Buddy-Data-Architecture.png\",\"contentUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2023\\\/04\\\/Buddy-Data-Architecture.png\",\"width\":1200,\"height\":900},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/wisdom-boinde\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Students\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"2023\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"CS488\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2023-2\\\/cs488\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"Wisdom Boinde\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\",\"name\":\"CS\\\/DS Student Portfolios\",\"description\":\"AI and ML, Image Classification, Arduino\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Wisdom Boinde - CS\/DS Student Portfolios","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/","og_locale":"en_US","og_type":"article","og_title":"Wisdom Boinde - CS\/DS Student Portfolios","og_description":"About me I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young &hellip; Read More","og_url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/","og_site_name":"CS\/DS Student Portfolios","article_modified_time":"2025-04-15T17:25:49+00:00","og_image":[{"width":1200,"height":900,"url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/","url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/","name":"Wisdom Boinde - CS\/DS Student Portfolios","isPartOf":{"@id":"https:\/\/portfolios.cs.earlham.edu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/#primaryimage"},"image":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/#primaryimage"},"thumbnailUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture-1024x768.png","datePublished":"2023-01-25T19:12:04+00:00","dateModified":"2025-04-15T17:25:49+00:00","breadcrumb":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/#primaryimage","url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture.png","contentUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2023\/04\/Buddy-Data-Architecture.png","width":1200,"height":900},{"@type":"BreadcrumbList","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/wisdom-boinde\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/portfolios.cs.earlham.edu\/"},{"@type":"ListItem","position":2,"name":"Students","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/"},{"@type":"ListItem","position":3,"name":"2023","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/"},{"@type":"ListItem","position":4,"name":"CS488","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/"},{"@type":"ListItem","position":5,"name":"Wisdom Boinde"}]},{"@type":"WebSite","@id":"https:\/\/portfolios.cs.earlham.edu\/#website","url":"https:\/\/portfolios.cs.earlham.edu\/","name":"CS\/DS Student Portfolios","description":"AI and ML, Image Classification, Arduino","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/portfolios.cs.earlham.edu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Wisdom Boinde","author_link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/wbboinde19\/"},"rttpg_comment":0,"rttpg_category":null,"rttpg_excerpt":"About me I am Wisdom Boinde and I hail from Nandom, Ghana. I am a student of Earlham College, Richmond-Indiana, majoring in Physics and Computer Science. Pursuing a Ph.D. in Physics is my educational goal. My experiences as a young &hellip; Read More","_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/7851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/133"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=7851"}],"version-history":[{"count":17,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/7851\/revisions"}],"predecessor-version":[{"id":9874,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/7851\/revisions\/9874"}],"up":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/5058"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=7851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}