{"id":1595,"date":"2023-09-11T14:41:34","date_gmt":"2023-09-11T18:41:34","guid":{"rendered":"https:\/\/carleton.ca\/sam3\/?page_id=1595"},"modified":"2026-02-18T11:53:58","modified_gmt":"2026-02-18T16:53:58","slug":"sounds","status":"publish","type":"page","link":"https:\/\/carleton.ca\/sam3\/sounds\/","title":{"rendered":"Expertise: Acoustic \/ Sound Analysis"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Expertise: Acoustic \/ Sound Analysis\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1195\" height=\"407\" src=\"https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo.jpg\" alt=\"AgeWell logo\" class=\"wp-image-104\" style=\"width:300px\" srcset=\"https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo.jpg 1195w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-160x54.jpg 160w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-240x82.jpg 240w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-768x262.jpg 768w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-400x136.jpg 400w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-360x123.jpg 360w\" sizes=\"auto, (max-width: 1195px) 100vw, 1195px\" \/><\/figure>\n\n\n\n<h2 id=\"sam3-expertise-areas-acoustic-sound-analysis\" class=\"wp-block-heading\">SAM3 Expertise Areas: Acoustic \/ Sound Analysis<\/h2>\n\n\n\n<p>SAM3 researchers expertise in Acoustic and Sound Analysis includes signal processing and methods to analyze and classify sound within a wide range of application and uses cases.<\/p>\n\n\n\n<p><strong>Acoustic \/ Sound Analysis Applications<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cough and respiration sounds<\/li>\n\n\n\n<li>Residential sound classification.<\/li>\n\n\n\n<li>Beam forming and microphone array applications.<\/li>\n\n\n\n<li>Audio analysis including language and speech recognition<\/li>\n<\/ul>\n\n\n\n    \n\n\n                                                                                                                                                                                                                                                                                                                                                                                    \n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white cu-section--cards ml-offset-center md:px-8 lg:px-14\" 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  <span class=\"!absolute !-m-px !h-px !w-px !overflow-hidden !whitespace-nowrap !border-0 !p-0 ![clip:rect(0,0,0,0)]\">\n        Loading&#8230;\n    <\/span>\n<\/div>\n\n                                        \n        <p class=\"cu-no-posts hidden\">\n            No\n            category\n\n            posts are available.\n        <\/p>\n\n                <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n                        \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2026-03-29T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        March 30, 2026\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        IEEE Video Tutorial: \n\u201cThe Supportive Smart Home: Solutions Enabling Independence \u2013 Ambient Sensing, Artificial Intelligence in Ethical Context\u201c\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2026\/ieee-video-tutorial-the-supportive-smart-home-solutions-enabling-independence-ambient-sensing-artificial-intelligence-in-ethical-context\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                IEEE Video Tutorial: \n\u201cThe Supportive Smart Home: Solutions Enabling Independence \u2013 Ambient Sensing, Artificial Intelligence in Ethical Context\u201c\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2026-03-27T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        March 28, 2026\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Smart homes helping older adults live safely and independently\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                NRC Article on our recent projectOne morning, an older man doesn&#8217;t go to the kitchen for breakfast as he usually does. Instead, he&#8217;s still sitting\n                                    &#8230;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2026\/smart-homes-helping-older-adults-live-safely-and-independently\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Smart homes helping older adults live safely and independently\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-12-22T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        December 23, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        A. Laghai, S. Shafiyan, N. Thomas, M. Kunz, K. Fraser, B. Wallace, R. Goubran, F. Knoefel, \u201cCan Gaze\u2013Speech Coupling in Reading Help Clinicians Detect Cognitive Decline Remotely?\u201d ISG 2026\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                &nbsp; &nbsp;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/a-laghai-s-shafiyan-n-thomas-m-kunz-k-fraser-b-wallace-r-goubran-f-knoefel-can-gaze-speech-coupling-in-reading-help-clinicians-detect-cognitive-decline-remotely-isg-2026\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                A. Laghai, S. Shafiyan, N. Thomas, M. Kunz, K. Fraser, B. Wallace, R. Goubran, F. Knoefel, \u201cCan Gaze\u2013Speech Coupling in Reading Help Clinicians Detect Cognitive Decline Remotely?\u201d ISG 2026\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-06-06T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        June 7, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        B. Laska, P. Xi, J. Vald\u00e9s, B. Wallace, J. Green, R. Goubran, F. Knoefel, \u201cCoughprint: Distilled Cough Representations from Speech Foundation Model Embeddings\u201d, in IEEE Transactions on Instrumentation and Measurement, 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/b-laska-p-xi-j-valdes-b-wallace-j-green-r-goubran-f-knoefel-coughprint-distilled-cough-representations-from-speech-foundation-model-embeddings-in-ieee-transactions-on-instrumentati\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                B. Laska, P. Xi, J. Vald\u00e9s, B. Wallace, J. Green, R. Goubran, F. Knoefel, \u201cCoughprint: Distilled Cough Representations from Speech Foundation Model Embeddings\u201d, in IEEE Transactions on Instrumentation and Measurement, 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-04-17T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        April 18, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        A. Laghai B. Wallace, K. C. Fraser, M. Kunz, F. Knoefel, R. Goubran, S. Shafiyan, N. Thomas, \u201cPreliminary Results for Measurement of Eye Fixation and Speech to Identify Cognitive Decline\u201d at IEEE Medical Measurement and Applications Symposium (MeMeA 2025), 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/a-laghai-b-wallace-k-c-fraser-m-kunz-f-knoefel-r-goubran-s-shafiyan-n-thomas-preliminary-results-for-measurement-of-eye-fixation-and-speech-to-identify-cognitive-decline\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                A. Laghai B. Wallace, K. C. Fraser, M. Kunz, F. Knoefel, R. Goubran, S. Shafiyan, N. Thomas, \u201cPreliminary Results for Measurement of Eye Fixation and Speech to Identify Cognitive Decline\u201d at IEEE Medical Measurement and Applications Symposium (MeMeA 2025), 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-02-02T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        February 3, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Pioneering Voice AI with Carleton University\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Story by partner company Edge Signal about the work we have done with them within a SAM3 SME Support for Aging in Place Technology project.\n                                    &#8230;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/pioneering-voice-ai-with-carleton-university\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Pioneering Voice AI with Carleton University\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-01-24T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        January 25, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        A. Laghai, B. Wallace, B. Laska, R. Goubran, \u201cRay Tracing Modelling Using LiDAR 3D Scans for Rapid Acoustical Measurement and Simulation\u201d at 2025 IEEE International Instrumentation Measurement Technology Conference (I2MTC), 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/a-laghai-b-wallace-b-laska-r-goubran-ray-tracing-modelling-using-lidar-3d-scans-for-rapid-acoustical-measurement-and-simulation-accepted-at-2025-ieee-international-instrument\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                A. Laghai, B. Wallace, B. Laska, R. Goubran, \u201cRay Tracing Modelling Using LiDAR 3D Scans for Rapid Acoustical Measurement and Simulation\u201d at 2025 IEEE International Instrumentation Measurement Technology Conference (I2MTC), 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-01-04T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        January 5, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Boulay, Emma \u201cEye-Tracking and Speech Analysis Measurement and Synchronization for Cognitive Assessment.\u201d MASc diss., Carleton University, 2024.\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to Thesis\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/elhajjar-diane-a-confidence-framework-for-heart-rate-estimation-in-video-magnification-masc-diss-carleton-university-2023-2\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Boulay, Emma \u201cEye-Tracking and Speech Analysis Measurement and Synchronization for Cognitive Assessment.\u201d MASc diss., Carleton University, 2024.\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2024-08-30T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        August 31, 2024\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Hassani, Mohsen Sheikh, James Green, Rafik Goubran, Frank Knoefel, and Neil Thomas. \u201cProposing a Low-Cost, Transportable Horizontal Binaural Test Using Headphones.\u201d In 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1-6. IEEE, 2024.\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to Paper\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2024\/hassani-mohsen-sheikh-james-green-rafik-goubran-frank-knoefel-and-neil-thomas-proposing-a-low-cost-transportable-horizontal-binaural-test-using-headphones-in-2024-ieee-international-sympos\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Hassani, Mohsen Sheikh, James Green, Rafik Goubran, Frank Knoefel, and Neil Thomas. \u201cProposing a Low-Cost, Transportable Horizontal Binaural Test Using Headphones.\u201d In 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1-6. 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Xi, \u201cHuman Activity Understanding through Explainable Audio-Visual Features\u201d, IEEE Sensors Letters, 2024\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to NRC Link to IEEE\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2024\/j-valdes-z-cook-j-wang-b-wallace-b-laska-j-green-r-goubran-p-xi-human-activity-understanding-through-explainable-audio-visual-features-accepted-in-ieee-sensors-letters-2024\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                J. Valdes, Z. Cook, J. Wang, B. Wallace, B. Laska, J. Green, R. Goubran, P. 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