{"id":43,"date":"2017-09-12T10:20:51","date_gmt":"2017-09-12T10:20:51","guid":{"rendered":"http:\/\/qxlab.net\/?page_id=43"},"modified":"2017-09-12T10:20:51","modified_gmt":"2017-09-12T10:20:51","slug":"audio-and-music","status":"publish","type":"page","link":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/","title":{"rendered":"Audio and Music"},"content":{"rendered":"<p><strong>Audio and Music Quality Metrics: Predicting\u00a0the quality of encoded audio<\/strong><\/p>\n<p>Streaming services seek to optimise their use of bandwidth across audio and visual channels to maximise the quality of experience for users. This letter evaluates whether objective quality metrics can predict the audio quality for music encoded at low bitrates by comparing objective predictions with results from listener tests. Three objective metrics were benchmarked: PEAQ, POLQA and VISQOLAudio. The results demonstrate objective metrics designed for speech quality assessment have a strong potential for quality assessment of low bitrate audio codecs.<\/p>\n<div>The latest version of ViSQOL (v3) is now available as a Google maintained repository at:<\/div>\n<div><\/div>\n<div><strong> <a href=\"http:\/\/github.com\/google\/visqol\" rel=\"nofollow\">github.com\/google\/visqol<\/a><\/strong><\/div>\n<div><\/div>\n<div><\/div>\n<div>A matlab implementation (v2) is also available:<\/div>\n<div><b><a href=\"https:\/\/sites.google.com\/a\/tcd.ie\/sigmedia\/visqol.zip?attredirects=0\">Download Matlab code zip<\/a><\/b><\/div>\n<div>(Contains the Matlab code for ViSQOL and ViSQOLAudio) and email resources-visqol [a] mee.tcd.ie with \u201cvisqol password\u201d as the subject to retrieve password of zip file.<\/div>\n<p><span style=\"font-size: inherit;\">Please cite the following paper(s) in any publications where you use the metric for Audio and Music:<\/span><\/p>\n<p>[1] A. Hines, E. Gillen, D. Kelly, J. Skoglund, A. Kokaram, N. Harte. <em>ViSQOLAudio: An Objective Audio Quality Metric for Low Bitrate Codecs<\/em>. J. Acoust. Soc. Am., 137 (6), pp. EL-449-EL455, June 2015<\/p>\n<div class=\"page\" title=\"Page 4\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>[2] C. Sloan, D. Kelly, A.C. Kokaram, N. Harte, A. Hines. <em>Objective Assessment of Perceptual Audio Quality using ViSQOLAudio.<\/em> IEEE Transactions on Broadcasting, 2017<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>Related Paper evaluating the quality of encoded audio over headphones and speakers:<\/p>\n<p>A. Hines, E. Gillen, J. Skoglund, D. Kelly, A. Kokaram, N. Harte. <em>Perceived Audio Quality for Streaming Stereo Music<\/em>. 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This letter evaluates whether objective quality metrics can predict the audio quality for music encoded at low bitrates by comparing objective predictions with &hellip; <a href=\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Audio and Music<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Audio and Music - Quality of Experience Research Lab | QxLab<\/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:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Audio and Music - Quality of Experience Research Lab | QxLab\" \/>\n<meta property=\"og:description\" content=\"Audio and Music Quality Metrics: Predicting\u00a0the quality of encoded audio Streaming services seek to optimise their use of bandwidth across audio and visual channels to maximise the quality of experience for users. This letter evaluates whether objective quality metrics can predict the audio quality for music encoded at low bitrates by comparing objective predictions with &hellip; Continue reading Audio and Music\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\" \/>\n<meta property=\"og:site_name\" content=\"Quality of Experience Research Lab | QxLab\" \/>\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:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\",\"url\":\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\",\"name\":\"Audio and Music - Quality of Experience Research Lab | QxLab\",\"isPartOf\":{\"@id\":\"https:\/\/qxlab.ucd.ie\/#website\"},\"datePublished\":\"2017-09-12T10:20:51+00:00\",\"dateModified\":\"2017-09-12T10:20:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/qxlab.ucd.ie\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Audio and Music\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/qxlab.ucd.ie\/#website\",\"url\":\"https:\/\/qxlab.ucd.ie\/\",\"name\":\"Quality of Experience Research Lab | QxLab\",\"description\":\"Quality of Experience for Listening and Media Technologies\",\"publisher\":{\"@id\":\"https:\/\/qxlab.ucd.ie\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/qxlab.ucd.ie\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/qxlab.ucd.ie\/#organization\",\"name\":\"Quality of Experience Research Lab | QxLab\",\"url\":\"https:\/\/qxlab.ucd.ie\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/qxlab.ucd.ie\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/qxlab.ucd.ie\/wp-content\/uploads\/2020\/09\/cropped-qx.png\",\"contentUrl\":\"https:\/\/qxlab.ucd.ie\/wp-content\/uploads\/2020\/09\/cropped-qx.png\",\"width\":248,\"height\":248,\"caption\":\"Quality of Experience Research Lab | QxLab\"},\"image\":{\"@id\":\"https:\/\/qxlab.ucd.ie\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Audio and Music - Quality of Experience Research Lab | QxLab","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:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/","og_locale":"en_US","og_type":"article","og_title":"Audio and Music - Quality of Experience Research Lab | QxLab","og_description":"Audio and Music Quality Metrics: Predicting\u00a0the quality of encoded audio Streaming services seek to optimise their use of bandwidth across audio and visual channels to maximise the quality of experience for users. This letter evaluates whether objective quality metrics can predict the audio quality for music encoded at low bitrates by comparing objective predictions with &hellip; Continue reading Audio and Music","og_url":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/","og_site_name":"Quality of Experience Research Lab | QxLab","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/","url":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/","name":"Audio and Music - Quality of Experience Research Lab | QxLab","isPartOf":{"@id":"https:\/\/qxlab.ucd.ie\/#website"},"datePublished":"2017-09-12T10:20:51+00:00","dateModified":"2017-09-12T10:20:51+00:00","breadcrumb":{"@id":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/qxlab.ucd.ie\/index.php\/audio-and-music\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/qxlab.ucd.ie\/"},{"@type":"ListItem","position":2,"name":"Audio and Music"}]},{"@type":"WebSite","@id":"https:\/\/qxlab.ucd.ie\/#website","url":"https:\/\/qxlab.ucd.ie\/","name":"Quality of Experience Research Lab | QxLab","description":"Quality of Experience for Listening and Media Technologies","publisher":{"@id":"https:\/\/qxlab.ucd.ie\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qxlab.ucd.ie\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/qxlab.ucd.ie\/#organization","name":"Quality of Experience Research Lab | QxLab","url":"https:\/\/qxlab.ucd.ie\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/qxlab.ucd.ie\/#\/schema\/logo\/image\/","url":"https:\/\/qxlab.ucd.ie\/wp-content\/uploads\/2020\/09\/cropped-qx.png","contentUrl":"https:\/\/qxlab.ucd.ie\/wp-content\/uploads\/2020\/09\/cropped-qx.png","width":248,"height":248,"caption":"Quality of Experience Research Lab | QxLab"},"image":{"@id":"https:\/\/qxlab.ucd.ie\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/pages\/43"}],"collection":[{"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/comments?post=43"}],"version-history":[{"count":0,"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/pages\/43\/revisions"}],"wp:attachment":[{"href":"https:\/\/qxlab.ucd.ie\/index.php\/wp-json\/wp\/v2\/media?parent=43"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}