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</head><body class="body"><span itemscope itemtype="http://schema.org/InformAction"><span style="display:none" itemprop="about" itemscope itemtype="http://schema.org/EmailMessage"><meta itemprop="description" content="Peya Mowar: Hi everyone, We have Prerna Khanna, a Computer Science PhD candidate at Stony Brook University, joining us remotely for the upcoming accessibility lunch. Please find the talk details below: Title: Making Smartphones Accessible to Blind Users Using Wearables Abstract: Blind users interact with their smartphones predominantly using screen readers such as TalkBack for Android and VoiceOver for iOS to read out content and navigate touchscreen interfaces. However, touchscreen interactions are challenging for blind users due to the need for two-handed interactions (conflicting with cane or guide dog use), vulnerability to shoulder-surfing attacks, and gesture overloading. This talk explores how we can overcome these challenges by moving core interactions beyond the screen and leveraging gestural input from commodity wearables. I will first present AccessWear, a system-level framework that uses novel input virtualization to seamlessly map smartwatch gestures to touch events. This approach enables blind users to control any mobile application without requiring a single line of code change from developers. Our central premise is that while wearable gestures enable touch-screen-free input, existing recognition models fail for blind users. These models are designed and trained on sighted users, and fail to capture the unique motion properties of blind users. This gap calls for specialized algorithms that reflect how blind users perform gestures in everyday settings. Next, I will show how we characterized the unique motion properties of blind user gestures and used these insights to develop a robust, specialized recognition approach that works without per-user training. Building on this foundation, I extend gestural input beyond simple navigation to support complex, fine-grained interaction tasks for blind users. With GestureVoice, I will show how gestures can be combined with voice commands to support fine-grained interactions such as text editing, which is one of the most difficult tasks for blind users on mobile devices. This multimodal system reduces text editing time significantly for blind users. We will meet in NSH 3001 for this fascinating talk! Thanks and regards, Peya"/></span><span itemprop="object" itemscope itemtype="http://schema.org/Event"><meta itemprop="eventStatus" content="http://schema.org/EventScheduled"/><span itemprop="publisher" itemscope itemtype="http://schema.org/Organization"><meta itemprop="name" content="Google Calendar"/></span><meta itemprop="eventId/googleCalendar" content="7jk1sspe7sub8db7l83j5i353o_20251006T170000Z"/><span style="display: none; font-size: 1px; color: #fff; line-height: 1px; height: 0; max-height: 0; width: 0; max-width: 0; opacity: 0; overflow: hidden;" itemprop="name">Accessibility Lunch Seminar</span><span aria-hidden="true"><time itemprop="startDate" datetime="20251006T170000Z"></time><time itemprop="endDate" datetime="20251006T180000Z"></time></span><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class="body-container"><tbody><tr><td style="" class="" align="left"><!--[if mso | IE]><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tr><td height="16" style="height:16px;"><![endif]--><div style="height:16px;" aria-hidden="true"> </div><!--[if mso | IE]></td></tr></table><![endif]--><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class=""><tbody><tr><td style="" class="" align="left"><span itemscope itemtype="http://schema.org/EmailMessage"><p itemprop="description">Hi everyone,<br>We have Prerna Khanna, a Computer Science PhD candidate at Stony Brook University, joining us remotely for the upcoming accessibility lunch. Please find the talk details below:<p>Title: Making Smartphones Accessible to Blind Users Using Wearables<p>Abstract: Blind users interact with their smartphones predominantly using screen readers such as TalkBack for Android and VoiceOver for iOS to read out content and navigate touchscreen interfaces. However, touchscreen interactions are challenging for blind users due to the need for two-handed interactions (conflicting with cane or guide dog use), vulnerability to shoulder-surfing attacks, and gesture overloading. This talk explores how we can overcome these challenges by moving core interactions beyond the screen and leveraging gestural input from commodity wearables.<br>I will first present AccessWear, a system-level framework that uses novel input virtualization to seamlessly map smartwatch gestures to touch events. This approach enables blind users to control any mobile application without requiring a single line of code change from developers. Our central premise is that while wearable gestures enable touch-screen-free input, existing recognition models fail for blind users. These models are designed and trained on sighted users, and fail to capture the unique motion properties of blind users. This gap calls for specialized algorithms that reflect how blind users perform gestures in everyday settings. Next, I will show how we characterized the unique motion properties of blind user gestures and used these insights to develop a robust, specialized recognition approach that works without per-user training.<br>Building on this foundation, I extend gestural input beyond simple navigation to support complex, fine-grained interaction tasks for blind users. With GestureVoice, I will show how gestures can be combined with voice commands to support fine-grained interactions such as text editing, which is one of the most difficult tasks for blind users on mobile devices. This multimodal system reduces text editing time significantly for blind users.<p>We will meet in NSH 3001 for this fascinating talk!<br>Thanks and regards,<br>Peya</p></span></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class=""><tbody><tr><td style="border: solid 1px #dadce0; border-radius: 8px; direction: rtl; font-size: 0; padding: 24px 32px; text-align: left; vertical-align: top;" class="main-container-inner"><!--[if mso | IE]><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tr><![endif]--><!--[if mso | IE]><td class="" style="vertical-align:top;width:37%;" ><![endif]--><div class="column-per-37 outlook-group-fix" style="font-size: 13px; text-align: left; direction: ltr; display: inline-block; vertical-align: top; width: 100%;overflow: hidden; word-wrap: break-word;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tbody><tr><td style="vertical-align:top;padding:0;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-size: 14px; line-height: 20px; mso-line-height-rule: exactly; text-align: left;"><a href="https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1&jst=2" style="color: #1a73e8; text-decoration: none;font-weight: 700;" target="_blank" class="accent-text underline-on-hover">Join Zoom Meeting</a><br><span itemprop="potentialaction" itemscope itemtype="http://schema.org/JoinAction"><span itemprop="name" content="cmu.zoom.us/j/99964141383?pwd=Y5..."><span itemprop="target" itemscope itemtype="http://schema.org/EntryPoint"><span itemprop="url" content="https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1&jst=2"><span itemprop="httpMethod" content="GET"><a href="https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1&jst=2" style="display: inline-block;color: #1a73e8; text-decoration: none;" target="_blank" class="accent-text underline-on-hover">cmu.zoom.us/j/99964141383?pwd=Y5...</a></span></span></span></span></span> <br><span class="secondary-text" style="color: #70757a; text-decoration: none;;">ID: 99964141383</span><br><span class="secondary-text" style="color: #70757a; text-decoration: none;;">passcode: 562493</span><br><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Join by phone</h2></td></tr></table><span class="secondary-text" style="color: #70757a; text-decoration: none;;">(US) </span><a href="tel:+17866351003,,99964141383#" style="display: inline-block;color: #1a73e8; text-decoration: none;" target="_blank" class="accent-text underline-on-hover">+1 786-635-1003</a> <br><span class="secondary-text" style="color: #70757a; text-decoration: none;;">passcode: 562493</span><br><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Join using SIP</h2></td></tr></table><a href="sip:99964141383@zoomcrc.com" style="display: inline-block;color: #1a73e8; text-decoration: none;" target="_blank" class="accent-text underline-on-hover">99964141383@zoomcrc.com</a> <br><span class="secondary-text" style="color: #70757a; text-decoration: none;;">passcode: 562493</span><br><br><a href="https://www.google.com/url?q=https://applications.zoom.us/addon/invitation/detail?meetingUuid%3DLoPEAw9VSvapHFSD99UcsA%253D%253D%26signature%3D8609a313a0bd637a20a78dd57465ca88d401f3da9a0e0304c7d50e37a70f257c%26v%3D1&sa=D&source=calendar&usg=AOvVaw2YJCrvII0DN_47VrrNmI7q" style="display: inline-block;color: #1a73e8; text-decoration: none;" target="_blank" class="accent-text underline-on-hover">Joining instructions</a><br><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Joining notes</h2></td></tr></table>Meeting host: <a href="mailto:pmowar@andrew.cmu.edu" target="_blank">pmowar@andrew.cmu.edu</a><br><br>Join Zoom Meeting: <br><a href="https://www.google.com/url?q=https%3A%2F%2Fcmu.zoom.us%2Fj%2F99964141383%3Fpwd%3DY5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1%26jst%3D2&sa=D&source=calendar&ust=1759869240000000&usg=AOvVaw0J45hVC9YVYsjzErAOsoc7" target="_blank">https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1&jst=2</a></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:0px;"><div style="font-family: Roboto, sans-serif;font-size: 14px; line-height: 20px; mso-line-height-rule: exactly; text-align: left;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Attachments</h2></td></tr></table></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;padding-left: 1px; padding-right: 1px;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" class="attachment-chip" style="border: solid 1px #dadce0; border-radius: 16px; border-collapse: separate; padding: 4px 0 4px 0;"><tr><td style="padding: 3px 10px; height: 14px; width: 14px;"><img src="https://drive-thirdparty.googleusercontent.com/32/type/application/vnd.google-apps.spreadsheet" width="14" height="14" alt="" style="display: inline-block; vertical-align: middle;"></td><td align="left" style="padding: 0; padding-left: 0; padding-right: 10px; max-width: 160px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;"><div style="overflow: hidden; height: 20px;"><a href="https://drive.google.com/open?id=1k1Pmh9jo-N7S73Fi10y-5tEynvhw3xLbPf-NMAjTSxU" target="_blank" style="font-weight: 400;font-family: 'Google Sans', Roboto, sans-serif;color: #5f6368; font-size: 14px; line-height: 120%; mso-line-height-rule: exactly; margin: 0; text-decoration: none; text-transform: none;;font-family: Roboto, sans-serif;; display: inline-block; height: 20px; max-width: 160px; line-height: 20px; overflow: hidden; text-overflow: ellipsis; vertical-align: middle; white-space: normal;" class="grey-button-text" title="Accessibility Lunch Schedule 2024">Accessibility Lunch Sc...</a></div></td></tr></table></td></tr></table></td></tr></tbody></table></div><!--[if mso | IE]></td><![endif]--><!--[if mso | IE]><td class="" style="vertical-align:top;width:63%;padding-right:32px;" ><![endif]--><div class="column-per-63 outlook-group-fix" style="font-size: 13px; text-align: left; direction: ltr; display: inline-block; vertical-align: top; width: 100%;overflow: hidden; word-wrap: break-word;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" class="main-column-table-ltr" style="padding-right: 32px; padding-left: 0;;table-layout: fixed;"><tbody><tr><td class="main-column-td" style="padding:0; vertical-align:top;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="table-layout: fixed;"><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:2px;"><div style="font-family: 'Google Sans', Roboto, sans-serif;font-weight: 400; font-size: 22px; line-height: 28px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span itemprop="name">Accessibility Lunch Seminar</span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span aria-hidden="true"><time itemprop="startDate" datetime="20251006T170000Z"></time><time itemprop="endDate" datetime="20251006T180000Z"></time></span><span>Monday Oct 6, 2025 ⋅ 1pm – 2pm (Eastern Time - New York)</span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span><a href="https://www.google.com/url?q=https%3A%2F%2Fcmubiglab.github.io%2Flunch%2F&sa=D&source=calendar&ust=1759869240000000&usg=AOvVaw3RdQdkchAzwETRTCyNKufn" target="_blank">CMU Accessibility Lunch Seminar Series</a><br>About: This seminar series explores the evolution and future directions of accessibility research and practice. Each week, we discuss diverse facets of accessible and assistive technologies, featuring speakers from academia, industry, and beyond. The seminar is organised by the <a href="https://www.google.com/url?q=https%3A%2F%2Faccessibility.cs.cmu.edu%2F&sa=D&source=calendar&ust=1759869240000000&usg=AOvVaw0v9cKIEsK9U-PgVtvYWCYl" target="_blank">Accessibility Research Group</a> at Carnegie Mellon University.<br><br>Peya Mowar is inviting you to a scheduled Zoom meeting.<br><br>Join Zoom Meeting:<br><a href="https://www.google.com/url?q=https%3A%2F%2Fcmu.zoom.us%2Fj%2F99964141383%3Fpwd%3DY5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1&sa=D&source=calendar&ust=1759869240000000&usg=AOvVaw0uWQrRcmSQOHlsROtcxKLn" target="_blank">https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1</a> <br><br>Meeting ID: 999 6414 1383 <br>Passcode: a11y</span><meta itemprop="description" content="CMU Accessibility Lunch Seminar SeriesAbout: This seminar series explores the evolution and future directions of accessibility research and practice. Each week, we discuss diverse facets of accessible and assistive technologies, featuring speakers from academia, industry, and beyond. The seminar is organised by the Accessibility Research Group at Carnegie Mellon University.Peya Mowar is inviting you to a scheduled Zoom meeting.Join Zoom Meeting:https://cmu.zoom.us/j/99964141383?pwd=Y5FQgNzM8RpRsgZ2bX7bn5A6C3Vz6L.1 Meeting ID: 999 6414 1383 Passcode: a11y"/></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Location</h2></td></tr></table><span itemprop="location" itemscope itemtype="http://schema.org/Place"><span itemprop="name" class="primary-text notranslate" style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;">NSH 3001, Newell-Simon Hall, Hamerschlag Dr, Pittsburgh, PA 15213, USA</span><br/><a href="https://www.google.com/maps/search/NSH+3001,+Newell-Simon+Hall,+Hamerschlag+Dr,+Pittsburgh,+PA+15213,+USA?hl=en" class="accent-text underline-on-hover" style="display: inline-block;;color: #1a73e8; text-decoration: none;font-weight: 700;" target="_blank" itemprop="map">View map</a></span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Guests</h2></td></tr></table><div style="padding-bottom: 4px; text-align: left;;color: #3c4042;"><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:accessibility-lunch@lists.andrew.cmu.edu">accessibility-lunch@lists.andrew.cmu.edu</a></span><meta itemprop="email" content="accessibility-lunch@lists.andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:ataheri@andrew.cmu.edu">Atieh Taheri</a></span><meta itemprop="email" content="ataheri@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:annkearn@andrew.cmu.edu">Annie Donahoe</a></span><meta itemprop="email" content="annkearn@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:knorris2@andrew.cmu.edu">Kimberly Norris</a></span><meta itemprop="email" content="knorris2@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:as7s@andrew.cmu.edu">Aaron Steinfeld</a></span><meta itemprop="email" content="as7s@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:gkchen@andrew.cmu.edu">gkchen@andrew.cmu.edu</a></span><meta itemprop="email" content="gkchen@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:erynm@andrew.cmu.edu">Eryn Ma</a></span><meta itemprop="email" content="erynm@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:asennott@andrew.cmu.edu">Allison Sennott</a></span><meta itemprop="email" content="asennott@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div></div></div></td></tr></table></td></tr></tbody></table></div><!--[if mso | IE]></td><![endif]--><!--[if mso | IE]></tr></table><![endif]--></td></tr></tbody></table></td></tr></tbody></table></span></span></body></html>