{"id":380180,"date":"2024-06-27T21:00:30","date_gmt":"2024-06-27T21:00:30","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=380180"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=380180","title":{"rendered":"<span>\u041d\u0430\u0448 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0439 \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u0433\u043e\u043b\u043e\u0441\u0430 \u0441\u0442\u0430\u043b \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0432 3 \u0440\u0430\u0437\u0430 (*), \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u0435\u0435, \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u0435\u0435 \u0438 \u0442\u0435\u043f\u0435\u0440\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430 6 000 \u044f\u0437\u044b\u043a\u0430\u0445<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/a9e\/41c\/4e8\/a9e41c4e837f5bf721363cf0be33dd99.png\" alt=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0432\u0435\u0440\u0441\u0438\u0439 v5, v4 \u0438 v3.1\" title=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0432\u0435\u0440\u0441\u0438\u0439 v5, v4 \u0438 v3.1\" width=\"1095\" height=\"726\" data-src=\"https:\/\/habrastorage.org\/getpro\/habr\/upload_files\/a9e\/41c\/4e8\/a9e41c4e837f5bf721363cf0be33dd99.png\"\/><\/p>\n<div><figcaption>\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0432\u0435\u0440\u0441\u0438\u0439 v5, v4 \u0438 v3.1<\/figcaption><\/div>\n<\/figure>\n<p>\u041c\u044b \u0443\u0436\u0435 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438 \u043f\u0440\u043e \u043d\u0430\u0448 \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u0433\u043e\u043b\u043e\u0441\u0430 \u043d\u0430 \u0425\u0430\u0431\u0440\u0435\u00a0<a href=\"https:\/\/habr.com\/ru\/articles\/695738\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>, <a href=\"https:\/\/habr.com\/ru\/post\/537274\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>\u00a0\u0438\u00a0<a href=\"https:\/\/habr.com\/ru\/post\/594745\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>.\u00a0<strong>\u041a\u0440\u0430\u0442\u043a\u043e \u043e\u043f\u0438\u0448\u0443, \u0447\u0442\u043e \u0441\u0442\u0430\u043b\u043e \u043b\u0443\u0447\u0448\u0435 \u0432 \u044d\u0442\u043e\u0442 \u0440\u0430\u0437:<\/strong>  <\/p>\n<ul>\n<li>\n<p>\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 6 000+ \u044f\u0437\u044b\u043a\u043e\u0432;<\/p>\n<\/li>\n<li>\n<p>\u041e\u0431\u0449\u0438\u0439 \u0440\u043e\u0441\u0442 <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics\" rel=\"noopener noreferrer nofollow\">\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 <\/a>\u043d\u0430 5-7%;<\/p>\n<\/li>\n<li>\n<p>\u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0430 <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics#accuracy-score\" rel=\"noopener noreferrer nofollow\">\u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u043e\u0441\u0442\u044c <\/a>\u043d\u0430 \u0448\u0443\u043c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445;<\/p>\n<\/li>\n<li>\n<p>TorchScript (*) \u0441\u0442\u0430\u043b \u0432 3 \u0440\u0430\u0437\u0430 \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0430 ONNX &#8212; \u043d\u0430 10% (\u0442\u0435\u043f\u0435\u0440\u044c \u043e\u043d\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0440\u0430\u0432\u043d\u044b \u043f\u043e <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Performance-Metrics\" rel=\"noopener noreferrer nofollow\">\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438<\/a>, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 1 \u043a\u0443\u0441\u043e\u0447\u043a\u0430 \u0430\u0443\u0434\u0438\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 325 \u0438 189 \u03bcs \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e);<\/p>\n<\/li>\n<li>\n<p>\u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u043e\u0447\u0442\u0438 \u043d\u0435 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0447\u0430\u0441\u0442\u043e\u0442\u044b \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043e\u043a\u043d\u0430, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043f\u0435\u0440\u0435\u0448\u043b\u0438 \u043d\u0430 \u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043e\u043a\u043d\u0430 (256 \u0438 512 \u0441\u0435\u043c\u043f\u043b\u043e\u0432 \u0434\u043b\u044f 8 \u0438 16 \u043a\u0438\u043b\u043e\u0433\u0435\u0440\u0446, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e);<\/p>\n<\/li>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u044b \u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u043d\u0430 9 \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u0430\u0445 (7 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445, 2 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0445);<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u0443\u0442\u044c \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u043d \u043e\u0433\u0440\u043e\u043c\u043d\u044b\u0439, \u043d\u043e \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0443\u043c\u0435\u0449\u0430\u044e\u0442\u0441\u044f \u043d\u0430\u0434 \u043a\u0430\u0442\u043e\u043c \u0425\u0430\u0431\u0440\u0430.  <\/p>\n<h3>\u0426\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0430\u0444\u0444\u0438\u043b\u0438\u0430\u0446\u0438\u0438<\/h3>\n<blockquote>\n<p>\u0414\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u0441\u043e\u0437\u0434\u0430\u043d \u043f\u0440\u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0435 \u0424\u043e\u043d\u0434\u0430 \u0441\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u044f\u043c \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0444\u0435\u0434\u0435\u0440\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u00ab\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u00bb \u043d\u0430\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u0424\u0435\u0434\u0435\u0440\u0430\u0446\u0438\u0438\u00bb.<\/p>\n<\/blockquote>\n<p>\u0426\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u043c\u043e\u0436\u043d\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/p>\n<pre><code class=\"markdown\">@misc{Silero VAD,   author = {Silero Team},   title = {Silero VAD: pre-trained enterprise-grade Voice Activity Detector (VAD), Number Detector and Language Classifier},   year = {2021},   publisher = {GitHub},   journal = {GitHub repository},   howpublished = {\\url{https:\/\/github.com\/snakers4\/silero-vad}},   commit = {insert_some_commit_here},   email = {hello@silero.ai} }<\/code><\/pre>\n<p>\u0422\u0430\u043a\u0436\u0435 \u043d\u0430\u043c\u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d <a href=\"https:\/\/habr.com\/ru\/articles\/806857\/\" rel=\"noopener noreferrer nofollow\">\u0434\u0430\u0442\u0430\u0441\u0435\u0442<\/a>, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u0434\u0430\u043d\u043d\u044b\u0439 \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440.<\/p>\n<h2>\u0421\u0441\u044b\u043b\u043a\u0438<\/h2>\n<ol>\n<li>\n<p><strong>\u0420\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0439<\/strong> &#8212; <a href=\"https:\/\/github.com\/snakers4\/silero-vad\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad<\/a>;<\/p>\n<\/li>\n<li>\n<p><strong>\u0411\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439<\/strong> &#8212;  <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/releases\/tag\/v5.0\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad\/releases\/tag\/v5.0<\/a>;<\/p>\n<\/li>\n<li>\n<p><strong>\u041c\u0435\u0442\u0440\u0438\u043a\u0438<\/strong> &#8212; <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics<\/a>;<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/825208\/\"> https:\/\/habr.com\/ru\/articles\/825208\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\">\n<div><figcaption>\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0432\u0435\u0440\u0441\u0438\u0439 v5, v4 \u0438 v3.1<\/figcaption><\/div>\n<\/figure>\n<p>\u041c\u044b \u0443\u0436\u0435 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438 \u043f\u0440\u043e \u043d\u0430\u0448 \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u0433\u043e\u043b\u043e\u0441\u0430 \u043d\u0430 \u0425\u0430\u0431\u0440\u0435\u00a0<a href=\"https:\/\/habr.com\/ru\/articles\/695738\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>, <a href=\"https:\/\/habr.com\/ru\/post\/537274\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>\u00a0\u0438\u00a0<a href=\"https:\/\/habr.com\/ru\/post\/594745\/\" rel=\"noopener noreferrer nofollow\">\u0442\u0443\u0442<\/a>.\u00a0<strong>\u041a\u0440\u0430\u0442\u043a\u043e \u043e\u043f\u0438\u0448\u0443, \u0447\u0442\u043e \u0441\u0442\u0430\u043b\u043e \u043b\u0443\u0447\u0448\u0435 \u0432 \u044d\u0442\u043e\u0442 \u0440\u0430\u0437:<\/strong>  <\/p>\n<ul>\n<li>\n<p>\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 6 000+ \u044f\u0437\u044b\u043a\u043e\u0432;<\/p>\n<\/li>\n<li>\n<p>\u041e\u0431\u0449\u0438\u0439 \u0440\u043e\u0441\u0442 <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics\" rel=\"noopener noreferrer nofollow\">\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 <\/a>\u043d\u0430 5-7%;<\/p>\n<\/li>\n<li>\n<p>\u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0430 <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics#accuracy-score\" rel=\"noopener noreferrer nofollow\">\u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u043e\u0441\u0442\u044c <\/a>\u043d\u0430 \u0448\u0443\u043c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445;<\/p>\n<\/li>\n<li>\n<p>TorchScript (*) \u0441\u0442\u0430\u043b \u0432 3 \u0440\u0430\u0437\u0430 \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0430 ONNX &#8212; \u043d\u0430 10% (\u0442\u0435\u043f\u0435\u0440\u044c \u043e\u043d\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0440\u0430\u0432\u043d\u044b \u043f\u043e <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Performance-Metrics\" rel=\"noopener noreferrer nofollow\">\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438<\/a>, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 1 \u043a\u0443\u0441\u043e\u0447\u043a\u0430 \u0430\u0443\u0434\u0438\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 325 \u0438 189 \u03bcs \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e);<\/p>\n<\/li>\n<li>\n<p>\u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0442\u0435\u043f\u0435\u0440\u044c \u043f\u043e\u0447\u0442\u0438 \u043d\u0435 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0447\u0430\u0441\u0442\u043e\u0442\u044b \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043e\u043a\u043d\u0430, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043f\u0435\u0440\u0435\u0448\u043b\u0438 \u043d\u0430 \u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043e\u043a\u043d\u0430 (256 \u0438 512 \u0441\u0435\u043c\u043f\u043b\u043e\u0432 \u0434\u043b\u044f 8 \u0438 16 \u043a\u0438\u043b\u043e\u0433\u0435\u0440\u0446, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e);<\/p>\n<\/li>\n<li>\n<p>\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u044b \u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u043d\u0430 9 \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u0430\u0445 (7 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445, 2 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0445);<\/p>\n<\/li>\n<\/ul>\n<p>\u041f\u0443\u0442\u044c \u043f\u0440\u043e\u0434\u0435\u043b\u0430\u043d \u043e\u0433\u0440\u043e\u043c\u043d\u044b\u0439, \u043d\u043e \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0443\u043c\u0435\u0449\u0430\u044e\u0442\u0441\u044f \u043d\u0430\u0434 \u043a\u0430\u0442\u043e\u043c \u0425\u0430\u0431\u0440\u0430.  <\/p>\n<h3>\u0426\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0430\u0444\u0444\u0438\u043b\u0438\u0430\u0446\u0438\u0438<\/h3>\n<blockquote>\n<p>\u0414\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u0441\u043e\u0437\u0434\u0430\u043d \u043f\u0440\u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0435 \u0424\u043e\u043d\u0434\u0430 \u0441\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u044f\u043c \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0444\u0435\u0434\u0435\u0440\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u00ab\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u00bb \u043d\u0430\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u0424\u0435\u0434\u0435\u0440\u0430\u0446\u0438\u0438\u00bb.<\/p>\n<\/blockquote>\n<p>\u0426\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440 \u043c\u043e\u0436\u043d\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/p>\n<pre><code class=\"markdown\">@misc{Silero VAD,   author = {Silero Team},   title = {Silero VAD: pre-trained enterprise-grade Voice Activity Detector (VAD), Number Detector and Language Classifier},   year = {2021},   publisher = {GitHub},   journal = {GitHub repository},   howpublished = {\\url{https:\/\/github.com\/snakers4\/silero-vad}},   commit = {insert_some_commit_here},   email = {hello@silero.ai} }<\/code><\/pre>\n<p>\u0422\u0430\u043a\u0436\u0435 \u043d\u0430\u043c\u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d <a href=\"https:\/\/habr.com\/ru\/articles\/806857\/\" rel=\"noopener noreferrer nofollow\">\u0434\u0430\u0442\u0430\u0441\u0435\u0442<\/a>, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u0434\u0430\u043d\u043d\u044b\u0439 \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440.<\/p>\n<h2>\u0421\u0441\u044b\u043b\u043a\u0438<\/h2>\n<ol>\n<li>\n<p><strong>\u0420\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0439<\/strong> &#8212; <a href=\"https:\/\/github.com\/snakers4\/silero-vad\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad<\/a>;<\/p>\n<\/li>\n<li>\n<p><strong>\u0411\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439<\/strong> &#8212;  <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/releases\/tag\/v5.0\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad\/releases\/tag\/v5.0<\/a>;<\/p>\n<\/li>\n<li>\n<p><strong>\u041c\u0435\u0442\u0440\u0438\u043a\u0438<\/strong> &#8212; <a href=\"https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/snakers4\/silero-vad\/wiki\/Quality-Metrics<\/a>;<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/825208\/\"> https:\/\/habr.com\/ru\/articles\/825208\/<\/a><br \/><\/br><\/br><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-380180","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/380180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=380180"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/380180\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=380180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=380180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=380180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}