{"id":2496,"date":"2021-12-03T10:00:00","date_gmt":"2021-12-03T04:30:00","guid":{"rendered":"https:\/\/martecksolutions.com\/blog\/?p=2496"},"modified":"2021-12-01T08:33:39","modified_gmt":"2021-12-01T03:03:39","slug":"how-does-speech-annotation-work-in-ml-for-nlp","status":"publish","type":"post","link":"https:\/\/martecksolutions.com\/blog\/?p=2496","title":{"rendered":"How Does Speech Annotation Work in ML for NLP?"},"content":{"rendered":"\n<p>In an audio file, the speech comprises distinct sentences and words that are available for the listeners. To make such phrases understandable in the audio files to machines is feasible through a special data labelling technology during audio annotation. The machine logarithms in NLU or NLP for speech recognition requires linguistic audio annotation to distinguish such type of audios.<\/p>\n\n\n\n<p><strong>Significance of Audio Annotation &amp; Labelling Using Right Tool<\/strong><\/p>\n\n\n\n<p>To annotate a speech, you need to use an appropriate technique as it\u2019s crucial for a better understanding and recognition of recorded sounds and audio files. The skilled annotators use the best audio annotation technique that is used in industries for annotating segments with the help of the given labels. The experts use the high-quality audio annotation tool and precise tagging with the help of ontology to comprehend the sound.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In an audio file, the speech comprises distinct sentences and words that are available for the listeners. To make such phrases understandable in the audio files to machines is feasible through a special data labelling technology during audio annotation. The machine logarithms in NLU or NLP for speech recognition requires linguistic audio annotation to distinguish &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/martecksolutions.com\/blog\/?p=2496\"> <span class=\"screen-reader-text\">How Does Speech Annotation Work in ML for NLP?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[42],"tags":[27,43],"class_list":["post-2496","post","type-post","status-publish","format-standard","hentry","category-audio-annotation","tag-ai-ml","tag-speech-annotation"],"jetpack_featured_media_url":"","uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"Rahul Paith","author_link":"https:\/\/martecksolutions.com\/blog\/?author=1"},"uagb_comment_info":0,"uagb_excerpt":"In an audio file, the speech comprises distinct sentences and words that are available for the listeners. To make such phrases understandable in the audio files to machines is feasible through a special data labelling technology during audio annotation. The machine logarithms in NLU or NLP for speech recognition requires linguistic audio annotation to distinguish&hellip;","_links":{"self":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2496","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2496"}],"version-history":[{"count":1,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2496\/revisions"}],"predecessor-version":[{"id":2497,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2496\/revisions\/2497"}],"wp:attachment":[{"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/martecksolutions.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}