{"id":15101,"date":"2021-05-12T09:00:35","date_gmt":"2021-05-12T13:00:35","guid":{"rendered":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/"},"modified":"2025-08-11T15:28:17","modified_gmt":"2025-08-11T15:28:17","slug":"dog-training-and-machine-learning-what-they-have-in-common","status":"publish","type":"post","link":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/","title":{"rendered":"Dog Training and Machine Learning: What They Have In Common"},"content":{"rendered":"\n<div class=\"wp-block-group is-style-dark alignfull p-post-header has-global-padding is-content-justification-center is-layout-constrained wp-block-group-is-layout-constrained has-background is-style-dark--1\" style=\"padding-top:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--60);background-image:url(&#039;\/wp-content\/themes\/core\/assets\/media\/backgrounds\/hero-wave-blog.svg&#039;);background-position:50% 50%;background-size:cover;\">\n\t<div class=\"wp-block-group aligngrid has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n\t\t<div class=\"wp-block-buttons aligngrid is-layout-flex wp-block-buttons-is-layout-flex\">\n\t\t\t<div class=\"wp-block-button is-style-ghost is-style-reversed is-style-ghost--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/blog\">Blog<\/a><\/div>\n\t\t\t<\/div>\n\t\t\n\n\t\t\n\t\t<hr class=\"wp-block-separator has-alpha-channel-opacity aligngrid\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0\"\/>\n\t\t\n\n\t\t\n\t\t<div class=\"wp-block-columns are-vertically-aligned-center aligngrid is-layout-flex wp-container-core-columns-is-layout-008400e6 wp-block-columns-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--60);margin-bottom:0\">\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div style=\"padding-bottom:0;padding-top:0;\" class=\"is-style-category wp-block-tribe-terms\"><ul class=\"wp-block-tribe-terms__list\"><li class=\"wp-block-tribe-terms__term\"><span class=\"wp-block-tribe-terms__link t-category\">Industry Trends<\/span><\/li><\/ul><\/div>\n\n\t\t\t\t<h1 style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:0;\" class=\"alignwide wp-block-post-title\">Dog Training and Machine Learning: What They Have In Common<\/h1>\n\n\t\t\t\t\n\t\t\t\t<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-9116416d wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--30)\"><div class=\"has-text-align-left wp-block-post-author-name\"><a href=\"https:\/\/www.3playmedia.com\/blog\/author\/3playmedia\/\" target=\"_self\" class=\"wp-block-post-author-name__link\">3Play Media<\/a><\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<p>\u2022<\/p>\n\t\t\t\t\t\n\n\t\t\t\t\t<div class=\"has-text-align-left wp-block-post-date has-10-font-size\"><time datetime=\"2021-05-12T09:00:35+00:00\">May 12, 2021<\/time><\/div><\/div>\n\t\t\t\t\n\n\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\n\t\t\t<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><figure class=\"alignfull alignfull wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"500\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"border-radius:1rem;object-fit:cover;\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/blog-headers-2.png 1400w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/blog-headers-2-300x107.png 300w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/blog-headers-2-1024x366.png 1024w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/blog-headers-2-768x274.png 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure><\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n                                                <p><span style=\"font-weight: 400;\">Although sometimes it seems we\u2019re eerily close, machines haven\u2019t replaced us yet. Yes, machines can make faster and more complex decisions, but it\u2019s pretty easy to break one. Also, machines still can\u2019t process logic that they haven\u2019t been taught.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Try out some unexpected questions on your favorite voice assistant. <\/span><a href=\"https:\/\/www.perficient.com\/insights\/research-hub\/digital-personal-assistants-study\"><span style=\"font-weight: 400;\">A 2018 study<\/span><\/a><span style=\"font-weight: 400;\"> found that Amazon\u2019s Alexa was answering just over 50 percent of questions it was asked and 80 percent of those were correct. Amazon started <\/span><a href=\"https:\/\/venturebeat.com\/2019\/11\/01\/amazon-alexa-answers-vetting-user-questions\/\"><span style=\"font-weight: 400;\">crowdsourcing answers for Alexa from users in 2018<\/span><\/a><span style=\"font-weight: 400;\">, and in 2019, answer quantity went up, while measured quality took a more subjective turn. One user responded to the question \u201cHow do dolphins breed?\u201d with \u201cDolphins are mammals and breathe with the lungs,\u201d presumably assuming \u201cbreed\u201d was meant to be \u201cbreathe.\u201d\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Andrew Ng recently affirmed that machine learning models may shine on curated test sets yet <\/span><a href=\"https:\/\/spectrum.ieee.org\/view-from-the-valley\/artificial-intelligence\/machine-learning\/andrew-ng-xrays-the-ai-hype\"><span style=\"font-weight: 400;\">struggle on applications beyond a controlled environment<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0 \u201cSo even though at a moment in time, on a specific data set, we can show this works, the clinical reality is that these models still need a lot of work to reach production\u2026 All of AI, not just healthcare, has a proof-of-concept-to-production gap,\u201d Ng says.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Training Artificial Intelligence<\/span><\/h2>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.3playmedia.com\/blog\/3play-media-utilizes-ai-technology-captioning\/\">Artificial intelligence<\/a> (AI) can\u2019t teach itself yet &#8211; and a recent article from the <\/span><i><span style=\"font-weight: 400;\">Harvard Business Review<\/span><\/i><span style=\"font-weight: 400;\"> asserts that <\/span><a href=\"https:\/\/hbr.org\/2020\/08\/the-secret-to-ai-is-people\"><span style=\"font-weight: 400;\">the secret to AI is people<\/span><\/a>,<span style=\"font-weight: 400;\">\u00a0seemingly underscoring Ng\u2019s point with a similar theme<\/span><span style=\"font-weight: 400;\">.<\/span><span style=\"font-weight: 400;\"> From personal experience, including a recent tour in adtech and now the video accessibility tech world, this rings true. Both solution spaces are highly dependent on AI \u2013 specifically machine learning\u00a0 \u2013 to offer value at scale. Machine learning (ML) applications in adtech include optimization of media and consumer pairings, identity, fraud detection and audience propensity, to name a few. All require training or a &#8220;truth set&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-23037 alignright\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1-275x300.png\" alt=\"Light bulb with sparkles\" width=\"187\" height=\"204\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1-275x300.png 275w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1-137x150.png 137w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1-69x75.png 69w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1-174x190.png 174w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/30-1.png 361w\" sizes=\"auto, (max-width: 187px) 100vw, 187px\" \/>Machine learning applications in video accessibility are equally diverse, with the obvious use being automated speech recognition (ASR). <\/span><a href=\"https:\/\/www.3playmedia.com\/\">3Play<\/a> incorporates machine learning in a myriad of processes, includin<span style=\"font-weight: 400;\">g determining expected transcription job difficulty, likely errors in a transcript, and automated training of customer-specific language modeling with continuously updated truth sets. 3Play has been been training this process for 13 years, which starts to explain our position as the premium service provider in the captioning and video accessibility space.\u00a0<\/span><\/p>\n<p>Allow me to expand on the \u201csecret to AI is people\u201d, especially regarding transcription. Training in any capacity (whether it be training machine learning, training a new puppy, or training for a marathon) isn&#8217;t always easy. <span style=\"font-weight: 400;\">Just this morning, in fact, my dog, Fluffy, chewed up a new carpet in my dining room. No kidding. I needed to take the opportunity to teach Fluffy that chewing on the carpet is not appreciated, in hopes he might be discouraged. This, in theory, is not so different from training AI. If AI mangles an accented speaker&#8217;s dialogue, or struggles through obscure or specific terminology, a training set must be updated for that model to learn and handle similar challenges in the future. The fuller and better quality the training set, the more effectively the model learns.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">3Play Media &amp; Artificial Intelligence<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">As you may or may not know, 3Play transcription has refined the same fundamental process for caption production since 2008. Automated Speech Recognition (ASR), and especially 3Play\u2019s application of ASR, has since significantly improved, in part because we\u2019ve directly trained it and in part because we&#8217;ve augmented general ASR training with customer specific mappings of common corrections via bespoke and proprietary post-ASR process models. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Running automation on files to produce text is easy &#8211; that\u2019s why AI generated captions are cheap, sometimes free, and worth every cent.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Training machine learning models correctly is hard and expensive \u2013 just like training a puppy. That\u2019s why you should care that 3Play patented our editing training and contractor processes. Not just because we\u2019ve been doing it longer (we have) and are objectively, consistently producing the highest accuracy output (we are), but because both the volume and quality of human edited training corrections matters. That dolphins don\u2019t breed with their lungs feels like a detail we\u2019ll want right in captions that reflect directly on our brand, school or program. While 3Play Media is detecting words (and not pneumonia) in captioning content that teaches people critical skills, including perhaps how to detect pneumonia; you probably don&#8217;t want to be on the receiving end of someone who had bad captions on that lesson. Accuracy matters.\u00a0 <\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-22978 alignleft\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/28-1.png\" alt=\"Microphone icon on yellow background\" width=\"140\" height=\"158\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/28-1.png 262w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/28-1-133x150.png 133w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/28-1-67x75.png 67w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/28-1-174x196.png 174w\" sizes=\"auto, (max-width: 140px) 100vw, 140px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">3Play invented<\/span><span style=\"font-weight: 400;\">\u00a0the original hybrid machine-human transcription process in 2008<\/span><span style=\"font-weight: 400;\">, utilizing automatic speech recognition (ASR) and AI, with editing, and quality assurance (QA) review. We&#8217;ve filed multiple patents yearly describing this process and enhancements to it from 2011 to 2021, and we remain busy. The rise of the marketplace model enabled 3Play to articulate and file a patent application for our contractor job market in 2011. Our contractors, along with 3Play technology, have been training our technology driven process to improve each year for 13 years. That&#8217;s 5 years earlier than most newer market entrants began developing a product.\u00a0<\/span><\/p>\n<p>Improving on 99.6% average transcript accuracy is challenging. 3Play devotes an entire third of our process to raise transcript accuracy from 98% to 99.6%, and we\u2019re currently running multiple machine learning models and tooling experiments to push it higher. The last .4% can be subjective, trivial, or could just be a formatting preference as language and communication continue to evolve. <span style=\"font-weight: 400;\">A machine alone won\u2019t get us all the way there, just as dogs won\u2019t train themselves anytime soon, but we should expect the right tech-enabled processes to continue making real gains.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><em><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-24595 aligncenter\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/Untitled-design-1.jpg\" alt=\"John Slocum\" width=\"107\" height=\"107\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/Untitled-design-1.jpg 150w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/Untitled-design-1-75x75.jpg 75w\" sizes=\"auto, (max-width: 107px) 100vw, 107px\" \/>This blog post was written by John Slocum, Vice President of Product at 3Play Media.<\/em><\/p>\n<p style=\"text-align: center;\">&#8212;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-23400\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions.png\" alt=\"How to select the right video accessibility vendor, 10 questions you need to ask with link to downloadable checklist\" width=\"665\" height=\"348\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions.png 1800w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-300x157.png 300w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-600x314.png 600w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-768x402.png 768w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-1536x804.png 1536w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-1400x733.png 1400w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-585x306.png 585w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-888x465.png 888w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-287x150.png 287w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-143x75.png 143w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/video-a11y-vendor-questions-174x91.png 174w\" sizes=\"auto, (max-width: 665px) 100vw, 665px\" \/><\/p>\n\n\n                                                \n                                                <hr class=\"wp-block-separator has-alpha-channel-opacity\" style=\"margin-bottom:0\"\/>\n                                                \n\n                                                \n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-6c28011a wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:0;padding-right:0;padding-bottom:0;\">\n\t<p style=\"margin-top:0\">Filed under<\/p>\n\t\n\n<div style=\"margin-top:var(--wp--preset--spacing--20);\" class=\"is-style-pills wp-block-tribe-terms\"><ul class=\"wp-block-tribe-terms__list\"><li class=\"wp-block-tribe-terms__term\"><a href=\"https:\/\/www.3playmedia.com\/blog\/tag\/asr-technology-trends\/\" class=\"wp-block-tribe-terms__link t-category\">ASR\/Technology Trends<\/a><\/li><li class=\"wp-block-tribe-terms__term\"><a href=\"https:\/\/www.3playmedia.com\/blog\/tag\/blog\/\" class=\"wp-block-tribe-terms__link t-category\">Blog<\/a><\/li><li class=\"wp-block-tribe-terms__term\"><a href=\"https:\/\/www.3playmedia.com\/blog\/tag\/captioning\/\" class=\"wp-block-tribe-terms__link t-category\">Captioning<\/a><\/li><li class=\"wp-block-tribe-terms__term\"><a href=\"https:\/\/www.3playmedia.com\/blog\/tag\/company\/\" class=\"wp-block-tribe-terms__link t-category\">Company<\/a><\/li><\/ul><\/div><\/div>\n\n\n\n                                                \n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-dda23514 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--40);padding-top:var(--wp--preset--spacing--40);padding-right:0;padding-bottom:var(--wp--preset--spacing--40);\">\n<p style=\"margin-top:0\">About the author<\/p>\n\n\n<div style=\"margin-top:var(--wp--preset--spacing--20);\" class=\"wp-block-post-author\"><div class=\"wp-block-post-author__avatar\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=96&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=192&#038;d=mm&#038;r=g 2x' class='avatar avatar-96 photo' height='96' width='96' \/><\/div><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\"><a href=\"https:\/\/www.3playmedia.com\/blog\/author\/3playmedia\/\" target=\"_self\">3Play Media<\/a><\/p><p class=\"wp-block-post-author__bio\"><\/p><\/div><\/div><\/div>\n\n\n\n                                                \n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-fe217b39 wp-block-group-is-layout-constrained\">\n<p style=\"margin-bottom:0\">Share this page<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-fe217b39 wp-block-group-is-layout-constrained\">\n<p><\/p>\n\n\n\n<ul class=\"wp-block-outermost-social-sharing has-normal-icon-size has-icon-color is-style-logos-only is-content-justification-left is-layout-flex wp-container-outermost-social-sharing-is-layout-95ca00fe wp-block-social-sharing-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--10)\"><li style=\"color: #767676; \" class=\"outermost-social-sharing-link outermost-social-sharing-link-linkedin has-neutral-90-color wp-block-outermost-social-sharing-link\">\n\t<a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.3playmedia.com%2Fblog%2Fdog-training-and-machine-learning-what-they-have-in-common%2F&#038;title=Dog%20Training%20and%20Machine%20Learning%3A%20What%20They%20Have%20In%20Common\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\" target=\"_blank\" class=\"wp-block-outermost-social-sharing-link-anchor\">\n\t\t<svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg>\t\t<span class=\"wp-block-outermost-social-sharing-link-label screen-reader-text\">\n\t\t\tShare on LinkedIn\t\t<\/span>\n\t<\/a>\n<\/li>\n\n\n<li style=\"color: #767676; \" class=\"outermost-social-sharing-link outermost-social-sharing-link-x has-neutral-90-color wp-block-outermost-social-sharing-link\">\n\t<a href=\"https:\/\/x.com\/share?url=https%3A%2F%2Fwww.3playmedia.com%2Fblog%2Fdog-training-and-machine-learning-what-they-have-in-common%2F&#038;text=Dog%20Training%20and%20Machine%20Learning%3A%20What%20They%20Have%20In%20Common\" aria-label=\"Share on X\" rel=\"noopener nofollow\" target=\"_blank\" class=\"wp-block-outermost-social-sharing-link-anchor\">\n\t\t<svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M13.982 10.622 20.54 3h-1.554l-5.693 6.618L8.745 3H3.5l6.876 10.007L3.5 21h1.554l6.012-6.989L15.868 21h5.245l-7.131-10.378Zm-2.128 2.474-.697-.997-5.543-7.93H8l4.474 6.4.697.996 5.815 8.318h-2.387l-4.745-6.787Z\"><\/path><\/svg>\t\t<span class=\"wp-block-outermost-social-sharing-link-label screen-reader-text\">\n\t\t\tShare on X\t\t<\/span>\n\t<\/a>\n<\/li>\n\n\n<li style=\"color: #767676; \" class=\"outermost-social-sharing-link outermost-social-sharing-link-telegram has-neutral-90-color wp-block-outermost-social-sharing-link\">\n\t<a href=\"https:\/\/telegram.me\/share\/url?url=https%3A%2F%2Fwww.3playmedia.com%2Fblog%2Fdog-training-and-machine-learning-what-they-have-in-common%2F&#038;text=Dog%20Training%20and%20Machine%20Learning%3A%20What%20They%20Have%20In%20Common\" aria-label=\"Share on Telegram\" rel=\"noopener nofollow\" target=\"_blank\" class=\"wp-block-outermost-social-sharing-link-anchor\">\n\t\t<svg width=\"24\" height=\"24\" viewBox=\"0 0 128 128\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M28.97 63.324c18.657-8.128 31.098-13.487 37.323-16.076 17.774-7.393 21.467-8.677 23.874-8.72.53-.009 1.713.122 2.48.745.648.525.826 1.235.911 1.733.085.498.191 1.633.107 2.52-.963 10.12-5.13 34.677-7.25 46.012-.898 4.796-2.664 6.404-4.375 6.561-3.716.342-6.538-2.456-10.138-4.815-5.633-3.693-8.815-5.991-14.283-9.594-6.319-4.164-2.222-6.453 1.379-10.193.942-.98 17.318-15.874 17.634-17.225.04-.169.077-.799-.297-1.131-.375-.333-.927-.22-1.325-.129-.565.128-9.564 6.076-26.996 17.843-2.554 1.754-4.868 2.609-6.94 2.564-2.286-.05-6.681-1.292-9.95-2.354-4.007-1.303-7.193-1.992-6.915-4.205.144-1.152 1.731-2.33 4.761-3.536Z\"><\/path><\/svg>\t\t<span class=\"wp-block-outermost-social-sharing-link-label screen-reader-text\">\n\t\t\tShare on Telegram\t\t<\/span>\n\t<\/a>\n<\/li>\n\n\n<li style=\"color: #767676; \" class=\"outermost-social-sharing-link outermost-social-sharing-link-whatsapp has-neutral-90-color wp-block-outermost-social-sharing-link\">\n\t<a href=\"https:\/\/api.whatsapp.com\/send?text=Dog%20Training%20and%20Machine%20Learning%3A%20What%20They%20Have%20In%20Common%20&mdash;%20https%3A%2F%2Fwww.3playmedia.com%2Fblog%2Fdog-training-and-machine-learning-what-they-have-in-common%2F\" aria-label=\"Share on WhatsApp\" rel=\"noopener nofollow\" target=\"_blank\" class=\"wp-block-outermost-social-sharing-link-anchor\">\n\t\t<svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M 12.011719 2 C 6.5057187 2 2.0234844 6.478375 2.0214844 11.984375 C 2.0204844 13.744375 2.4814687 15.462563 3.3554688 16.976562 L 2 22 L 7.2324219 20.763672 C 8.6914219 21.559672 10.333859 21.977516 12.005859 21.978516 L 12.009766 21.978516 C 17.514766 21.978516 21.995047 17.499141 21.998047 11.994141 C 22.000047 9.3251406 20.962172 6.8157344 19.076172 4.9277344 C 17.190172 3.0407344 14.683719 2.001 12.011719 2 z M 12.009766 4 C 14.145766 4.001 16.153109 4.8337969 17.662109 6.3417969 C 19.171109 7.8517969 20.000047 9.8581875 19.998047 11.992188 C 19.996047 16.396187 16.413812 19.978516 12.007812 19.978516 C 10.674812 19.977516 9.3544062 19.642812 8.1914062 19.007812 L 7.5175781 18.640625 L 6.7734375 18.816406 L 4.8046875 19.28125 L 5.2851562 17.496094 L 5.5019531 16.695312 L 5.0878906 15.976562 C 4.3898906 14.768562 4.0204844 13.387375 4.0214844 11.984375 C 4.0234844 7.582375 7.6067656 4 12.009766 4 z M 8.4765625 7.375 C 8.3095625 7.375 8.0395469 7.4375 7.8105469 7.6875 C 7.5815469 7.9365 6.9355469 8.5395781 6.9355469 9.7675781 C 6.9355469 10.995578 7.8300781 12.182609 7.9550781 12.349609 C 8.0790781 12.515609 9.68175 15.115234 12.21875 16.115234 C 14.32675 16.946234 14.754891 16.782234 15.212891 16.740234 C 15.670891 16.699234 16.690438 16.137687 16.898438 15.554688 C 17.106437 14.971687 17.106922 14.470187 17.044922 14.367188 C 16.982922 14.263188 16.816406 14.201172 16.566406 14.076172 C 16.317406 13.951172 15.090328 13.348625 14.861328 13.265625 C 14.632328 13.182625 14.464828 13.140625 14.298828 13.390625 C 14.132828 13.640625 13.655766 14.201187 13.509766 14.367188 C 13.363766 14.534188 13.21875 14.556641 12.96875 14.431641 C 12.71875 14.305641 11.914938 14.041406 10.960938 13.191406 C 10.218937 12.530406 9.7182656 11.714844 9.5722656 11.464844 C 9.4272656 11.215844 9.5585938 11.079078 9.6835938 10.955078 C 9.7955938 10.843078 9.9316406 10.663578 10.056641 10.517578 C 10.180641 10.371578 10.223641 10.267562 10.306641 10.101562 C 10.389641 9.9355625 10.347156 9.7890625 10.285156 9.6640625 C 10.223156 9.5390625 9.737625 8.3065 9.515625 7.8125 C 9.328625 7.3975 9.131125 7.3878594 8.953125 7.3808594 C 8.808125 7.3748594 8.6425625 7.375 8.4765625 7.375 z\"><\/path><\/svg>\t\t<span class=\"wp-block-outermost-social-sharing-link-label screen-reader-text\">\n\t\t\tShare on WhatsApp\t\t<\/span>\n\t<\/a>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n                                                \n<div class=\"wp-block-group aligngrid is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--50)\">\n<h2 class=\"wp-block-heading is-style-small is-style-small--3\" style=\"margin-top:0;margin-bottom:var(--wp--preset--spacing--40)\">Related Posts<\/h2>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"columns-3 wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-6d3fbd8f wp-block-post-template-is-layout-grid\"><li class=\"wp-block-post post-18423 post type-post status-publish format-standard has-post-thumbnail hentry category-legislation-compliance\">\n\n<article class=\"wp-block-group p-card-post l-clearfix is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:var(--wp--preset--spacing--40);padding-left:0\"><figure style=\"aspect-ratio:16\/9;width:100%; margin-bottom:0;\" class=\"p-card-post__image wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-auditing-budgeting.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"person typing on calculator\" style=\"width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-auditing-budgeting.png 600w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-auditing-budgeting-300x200.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\"><div style=\"margin-bottom:var(--wp--preset--spacing--10);\" class=\"is-style-category wp-block-tribe-terms\"><ul class=\"wp-block-tribe-terms__list\"><li class=\"wp-block-tribe-terms__term\"><span class=\"wp-block-tribe-terms__link t-category\">Legislation &amp; Compliance<\/span><\/li><\/ul><\/div>\n\n<p style=\"margin-top:0;margin-bottom:0;\" class=\"p-card-post__link wp-block-post-title\">A University Guide to Budgeting and Auditing for ADA Video Compliance<\/p><\/div>\n\n\n<a class=\"p-card-post__link a-link-cover wp-block-read-more\" href=\"https:\/\/www.3playmedia.com\/blog\/ada-video-compliance-budgeting\/\" target=\"_self\">Read more<span class=\"screen-reader-text\">: A University Guide to Budgeting and Auditing for ADA Video Compliance<\/span><\/a><\/article>\n\n<\/li><li class=\"wp-block-post post-15026 post type-post status-publish format-standard has-post-thumbnail hentry category-legislation-compliance tag-accessibility-laws tag-ada tag-blog tag-wcag\">\n\n<article class=\"wp-block-group p-card-post l-clearfix is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:var(--wp--preset--spacing--40);padding-left:0\"><figure style=\"aspect-ratio:16\/9;width:100%; margin-bottom:0;\" class=\"p-card-post__image wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"393\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-video-requirements-hero-e1762464429188.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"person at laptop with judge&#039;s gavel\" style=\"width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-video-requirements-hero-e1762464429188.png 600w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/11\/ada-video-requirements-hero-e1762464429188-300x197.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\"><div style=\"margin-bottom:var(--wp--preset--spacing--10);\" class=\"is-style-category wp-block-tribe-terms\"><ul class=\"wp-block-tribe-terms__list\"><li class=\"wp-block-tribe-terms__term\"><span class=\"wp-block-tribe-terms__link t-category\">Legislation &amp; Compliance<\/span><\/li><\/ul><\/div>\n\n<p style=\"margin-top:0;margin-bottom:0;\" class=\"p-card-post__link wp-block-post-title\">Everything to Know About the Americans with Disabilities Act (ADA) and Video Compliance<\/p><\/div>\n\n\n<a class=\"p-card-post__link a-link-cover wp-block-read-more\" href=\"https:\/\/www.3playmedia.com\/blog\/ada-video-requirements\/\" target=\"_self\">Read more<span class=\"screen-reader-text\">: Everything to Know About the Americans with Disabilities Act (ADA) and Video Compliance<\/span><\/a><\/article>\n\n<\/li><li class=\"wp-block-post post-15201 post type-post status-publish format-standard has-post-thumbnail hentry category-dubbing category-subtitling tag-blog tag-video-accessibility\">\n\n<article class=\"wp-block-group p-card-post l-clearfix is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:var(--wp--preset--spacing--40);padding-left:0\"><figure style=\"aspect-ratio:16\/9;width:100%; margin-bottom:0;\" class=\"p-card-post__image wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/10\/subs-v-dubs-hero.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"couple watching tv\" style=\"width:100%;height:100%;object-fit:cover;\" srcset=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/10\/subs-v-dubs-hero.png 600w, https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/10\/subs-v-dubs-hero-300x200.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:0;padding-left:var(--wp--preset--spacing--40)\"><div style=\"margin-bottom:var(--wp--preset--spacing--10);\" class=\"is-style-category wp-block-tribe-terms\"><ul class=\"wp-block-tribe-terms__list\"><li class=\"wp-block-tribe-terms__term\"><span class=\"wp-block-tribe-terms__link t-category\">Subtitling<\/span><\/li><\/ul><\/div>\n\n<p style=\"margin-top:0;margin-bottom:0;\" class=\"p-card-post__link wp-block-post-title\">Subtitling vs. Dubbing: Which is Right for Your Audience?<\/p><\/div>\n\n\n<a class=\"p-card-post__link a-link-cover wp-block-read-more\" href=\"https:\/\/www.3playmedia.com\/blog\/subtitling-vs-dubbing\/\" target=\"_self\">Read more<span class=\"screen-reader-text\">: Subtitling vs. Dubbing: Which is Right for Your Audience?<\/span><\/a><\/article>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Although sometimes it seems we\u2019re eerily close, machines haven\u2019t replaced us yet. Yes, machines can make faster and more complex decisions, but it\u2019s pretty easy to break one. Also, machines still can\u2019t process logic that they haven\u2019t been taught. Try out some unexpected questions on your favorite voice assistant. A 2018 study found that Amazon\u2019s&#8230;<\/p>\n","protected":false},"author":63,"featured_media":5103,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6],"tags":[62,8,23,9],"industry":[],"resource_type":[92],"class_list":["post-15101","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-trends","tag-asr-technology-trends","tag-blog","tag-captioning","tag-company"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dog Training and Machine Learning: What They Have In Common<\/title>\n<meta name=\"description\" content=\"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dog Training and Machine Learning: What They Have In Common\" \/>\n<meta property=\"og:description\" content=\"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\" \/>\n<meta property=\"og:site_name\" content=\"3Play Media\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/3PlayMedia\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-05-12T13:00:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-11T15:28:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1400\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"3Play Media\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@3playmedia\" \/>\n<meta name=\"twitter:site\" content=\"@3playmedia\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"3Play Media\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\"},\"author\":{\"name\":\"3Play Media\",\"@id\":\"https:\/\/www.3playmedia.com\/#\/schema\/person\/6396415016c25354b4242b4362d7543a\"},\"headline\":\"Dog Training and Machine Learning: What They Have In Common\",\"datePublished\":\"2021-05-12T13:00:35+00:00\",\"dateModified\":\"2025-08-11T15:28:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\"},\"wordCount\":951,\"publisher\":{\"@id\":\"https:\/\/www.3playmedia.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\",\"keywords\":[\"ASR\/Technology Trends\",\"Blog\",\"Captioning\",\"Company\"],\"articleSection\":[\"Industry Trends\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\",\"url\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\",\"name\":\"Dog Training and Machine Learning: What They Have In Common\",\"isPartOf\":{\"@id\":\"https:\/\/www.3playmedia.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\",\"datePublished\":\"2021-05-12T13:00:35+00:00\",\"dateModified\":\"2025-08-11T15:28:17+00:00\",\"description\":\"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage\",\"url\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\",\"contentUrl\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png\",\"width\":1400,\"height\":500},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.3playmedia.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dog Training and Machine Learning: What They Have In Common\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.3playmedia.com\/#website\",\"url\":\"https:\/\/www.3playmedia.com\/\",\"name\":\"3Play Media\",\"description\":\"Take Your Video Content Global\",\"publisher\":{\"@id\":\"https:\/\/www.3playmedia.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.3playmedia.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.3playmedia.com\/#organization\",\"name\":\"3Play Media\",\"url\":\"https:\/\/www.3playmedia.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.3playmedia.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/07\/favicon_1x-300x300-1.webp\",\"contentUrl\":\"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/07\/favicon_1x-300x300-1.webp\",\"width\":300,\"height\":300,\"caption\":\"3Play Media\"},\"image\":{\"@id\":\"https:\/\/www.3playmedia.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/3PlayMedia\/\",\"https:\/\/x.com\/3playmedia\",\"https:\/\/www.linkedin.com\/company\/3play-media\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.3playmedia.com\/#\/schema\/person\/6396415016c25354b4242b4362d7543a\",\"name\":\"3Play Media\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.3playmedia.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=96&d=mm&r=g\",\"caption\":\"3Play Media\"},\"url\":\"https:\/\/www.3playmedia.com\/blog\/author\/3playmedia\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Dog Training and Machine Learning: What They Have In Common","description":"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.","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:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/","og_locale":"en_US","og_type":"article","og_title":"Dog Training and Machine Learning: What They Have In Common","og_description":"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.","og_url":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/","og_site_name":"3Play Media","article_publisher":"https:\/\/www.facebook.com\/3PlayMedia\/","article_published_time":"2021-05-12T13:00:35+00:00","article_modified_time":"2025-08-11T15:28:17+00:00","og_image":[{"width":1400,"height":500,"url":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png","type":"image\/png"}],"author":"3Play Media","twitter_card":"summary_large_image","twitter_creator":"@3playmedia","twitter_site":"@3playmedia","twitter_misc":{"Written by":"3Play Media","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#article","isPartOf":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/"},"author":{"name":"3Play Media","@id":"https:\/\/www.3playmedia.com\/#\/schema\/person\/6396415016c25354b4242b4362d7543a"},"headline":"Dog Training and Machine Learning: What They Have In Common","datePublished":"2021-05-12T13:00:35+00:00","dateModified":"2025-08-11T15:28:17+00:00","mainEntityOfPage":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/"},"wordCount":951,"publisher":{"@id":"https:\/\/www.3playmedia.com\/#organization"},"image":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage"},"thumbnailUrl":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png","keywords":["ASR\/Technology Trends","Blog","Captioning","Company"],"articleSection":["Industry Trends"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/","url":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/","name":"Dog Training and Machine Learning: What They Have In Common","isPartOf":{"@id":"https:\/\/www.3playmedia.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage"},"image":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage"},"thumbnailUrl":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png","datePublished":"2021-05-12T13:00:35+00:00","dateModified":"2025-08-11T15:28:17+00:00","description":"The most common machine learning application in video accessibility is ASR. Learn how 3Play incorporates machine learning into our processes.","breadcrumb":{"@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#primaryimage","url":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png","contentUrl":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/.\/blog-headers-2.png","width":1400,"height":500},{"@type":"BreadcrumbList","@id":"https:\/\/www.3playmedia.com\/blog\/dog-training-and-machine-learning-what-they-have-in-common\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.3playmedia.com\/"},{"@type":"ListItem","position":2,"name":"Dog Training and Machine Learning: What They Have In Common"}]},{"@type":"WebSite","@id":"https:\/\/www.3playmedia.com\/#website","url":"https:\/\/www.3playmedia.com\/","name":"3Play Media","description":"Take Your Video Content Global","publisher":{"@id":"https:\/\/www.3playmedia.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.3playmedia.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.3playmedia.com\/#organization","name":"3Play Media","url":"https:\/\/www.3playmedia.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.3playmedia.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/07\/favicon_1x-300x300-1.webp","contentUrl":"https:\/\/www.3playmedia.com\/wp-content\/uploads\/2025\/07\/favicon_1x-300x300-1.webp","width":300,"height":300,"caption":"3Play Media"},"image":{"@id":"https:\/\/www.3playmedia.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/3PlayMedia\/","https:\/\/x.com\/3playmedia","https:\/\/www.linkedin.com\/company\/3play-media"]},{"@type":"Person","@id":"https:\/\/www.3playmedia.com\/#\/schema\/person\/6396415016c25354b4242b4362d7543a","name":"3Play Media","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.3playmedia.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/077af0eed48d15985c692daeff79eaff223726049f53bd6ef9a51ffb76629ed1?s=96&d=mm&r=g","caption":"3Play Media"},"url":"https:\/\/www.3playmedia.com\/blog\/author\/3playmedia\/"}]}},"_links":{"self":[{"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/posts\/15101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/users\/63"}],"replies":[{"embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/comments?post=15101"}],"version-history":[{"count":0,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/posts\/15101\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/media\/5103"}],"wp:attachment":[{"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/media?parent=15101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/categories?post=15101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/tags?post=15101"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/industry?post=15101"},{"taxonomy":"resource_type","embeddable":true,"href":"https:\/\/www.3playmedia.com\/wp-json\/wp\/v2\/resource_type?post=15101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}