{"id":778,"date":"2024-10-01T15:54:26","date_gmt":"2024-10-01T19:54:26","guid":{"rendered":"https:\/\/ozer.gt\/log\/?p=778"},"modified":"2024-10-01T15:58:47","modified_gmt":"2024-10-01T19:58:47","slug":"podcast-style-discussions-on-data-duets","status":"publish","type":"post","link":"https:\/\/ozer.gt\/log\/2024\/10\/01\/podcast-style-discussions-on-data-duets\/","title":{"rendered":"Podcast-style discussions on Data Duets"},"content":{"rendered":"<audio class=\"wp-audio-shortcode\" id=\"audio-778-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/wav\" src=\"https:\/\/ozer.gt\/log\/wp-content\/uploads\/2024\/10\/how-to-and-not-to-log-transform-zero_20231211.wav?_=1\" \/><a href=\"https:\/\/ozer.gt\/log\/wp-content\/uploads\/2024\/10\/how-to-and-not-to-log-transform-zero_20231211.wav\">https:\/\/ozer.gt\/log\/wp-content\/uploads\/2024\/10\/how-to-and-not-to-log-transform-zero_20231211.wav<\/a><\/audio>\n<p>You should not add 1 before log-transforming zeros. If you don&#8217;t believe me, listen to these two experts on how to make better decisions using log-transformed data.<\/p>\n<p>This conversation was produced by NotebookLM based on our discussion about the Log of Zero problem at <a href=\"https:\/\/www.dataduets.com\/\">Data Duets<\/a>. <a href=\"https:\/\/www.linkedin.com\/in\/duygudagli\/\">Duygu Dagli<\/a> and I have now added a podcast-style conversation to each of our articles. All audio is raw\/unedited.<\/p>\n<p>The conversations are usually fun (sometimes for odd reasons). The model adds (1) examples we don&#8217;t have in the original content and (2) light banter and some jokes. The examples are hit or miss.<\/p>\n<p>So, besides the usual deep and reinforcement learning backend, what does NotebookLM do? (based on Steven Johnson&#8217;s description on the Vergecast)<\/p>\n<ol>\n<li>Start with a draft and revise it<\/li>\n<li>Generate a detailed script of the podcast<\/li>\n<li>Critique the script and create a revised version<\/li>\n<li>Add disfluencies (um, uh, like, you know, c-c-can, sssssee&#8230;) to sound convincingly human<\/li>\n<li>Apply Google\u2019s latest text-to-speech Gemini model to add intonation, emphasis, and pacing<\/li>\n<\/ol>\n<p>Have fun, and don&#8217;t add 1 to your variables before applying the log transformation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>You should not add 1 before log-transforming zeros. If you don&#8217;t believe me, listen to these two experts on how to make better decisions using log-transformed data. This conversation was produced by NotebookLM based on our discussion about the Log of Zero problem at Data Duets. Duygu Dagli and I have now added a podcast-style [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-778","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/comments?post=778"}],"version-history":[{"count":26,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/778\/revisions"}],"predecessor-version":[{"id":805,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/778\/revisions\/805"}],"wp:attachment":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media?parent=778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/categories?post=778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/tags?post=778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}