7 Media & Entertainment Organizations Using Google
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Comparative Analysis of NLP Models for Google Meet Transcript Summarization
EasyChair Preprint № 5404 Comparative Analysis of NLP models for Google Meet Transcript Summarization Yash Agrawal, Atul Thakre, Tejas Tapas, Ayush Kedia, Yash Telkhade and Vasundhara Rathod EasyChair preprints are intended for rapid dissemination of research results and are integrated with the rest of EasyChair. April 28, 2021 Comparative Analysis of NLP models for Google Meet Transcript Summarization Yash Agrawal1,a) Atul Thakre1,b) Tejas Tapas1,c) Ayush Kedia1,d) Yash Telkhade1,e) Vasundhara Rathod1,f) 1) Computer Science & Engineering, Shri Ramdeobaba College of Engineering and Management, Nagpur, India a) [email protected] , +91 7083645470 b) [email protected] , +91 8956758226 c) [email protected] , +918380073925 d) [email protected] , +91 8459811323 e) [email protected] , +91 9021067230 f) [email protected], +918055225407 Abstract. Manual transcription and summarization is a cumbersome process necessitating the development of an efficient automatic text summarization technique. In this study, a Chrome extension is used for making the process of transcription hassle- free. It uses the text summarization technique to generate concise and succinct matter. Also, the tool is accessorized using Google Translation, to convert the processed text into users' desired language. This paper illustrates, how captions can be traced from the online meetings, corresponding to which, meeting transcript is sent to the backend where it is summarized using an NLP model. It also walks through three different NLP models and presents a comparative study among them. The NLTK model utilizes the sentence ranking technique for extractive summarization. Word Embedding model uses pre-trained Glove Embeddings for extractive summarization. The T5 model performs abstractive summarization using transformer architecture. -
Quick Deployment Guide for Enabling Remote Working with Hangouts Meet
Enabling Remote Working with Hangouts Meet and Hangouts Chat: A quick deployment guide Work Transformation: Productivity & Collaboration Contents About this guide 2 1. Requirements 4 1.1 General requirements 4 1.2 Network requirements 4 1.3 Optimize Meet traffic for remote workers 5 2. Set up G Suite 7 2.1 Enroll in G Suite 7 2.2 Verify your domain 12 2.3 Provision your users 14 Step 1: Open the user management interface 14 Step 2: Download the CSV template file 15 Step 3: Add your users to the CSV template 16 Step 4: Upload the CSV file and provision your users 17 Troubleshooting upload errors 17 2.4 Distribute user credentials 18 2.5 Disable out-of-scope G Suite applications 19 2.6 Configure Meet 20 2.7 Configure Chat 22 2.8 Securing your setup 22 3. Appendix: User guide 22 3.1 Documentation hub 22 3.2 Meet/Calendar integrations 23 Schedule your meetings with Google Calendar 23 Deploy the Microsoft Outlook Meet plug-in 24 1 About this guide Highlights To provide companies with a deployment plan and guide to quickly Purpose enable remote working using Google Meet and Google Chat. Intended IT administrators audience Key That the audience has the required access and rights documented in the assumptions general requirements. This document provides guidance for quickly bootstrapping your company with the adoption of Hangouts Meet (for video conferencing) and Hangouts Chat (for instant messaging). Since Hangouts Meet and Hangouts Chat are part of the G Suite offering, this guide will walk you through the steps required to create a G Suite account, configure the billing, create the users, secure your setup, and teach your users how to use the communication suite. -
Microsoft 365 Education Provides Better Value to Schools Than Google Workspace
Microsoft 365 Education provides better value to schools than Google Workspace The Microsoft 365 Education solution helps schools realize great value in many different ways. By partnering with Microsoft, you can: Include all students Empower Provide students Satisfy your at no extra cost educators with the tools they Microsoft software using Student to unlock creativity need to learn needs in a single, Use Benefits1 and find more their way3 cost effective, time to teach2 license Take a look at an example of how Microsoft 365 provides better value than Google Workspace Plus in a district with 86,500 students and 3,800 faculty and staff4 Microsoft 365 Google Workspace Education A3 for Education Plus Total annual cost to your $244,872 $432,500 school Annual $64.44 / staff license $60.00 / student license5 License cost One paid staff license = Four paid student License 40 student licenses licenses = one included included through benefits staff license Student Use Benefits1 You pay for 3,800 staff licenses 86,500 student licenses Additional 21,625 covered staff 152,00 student licenses licenses licenses provided Room to grow 65,500 student licenses 17,825 staff licenses Microsoft 365 Education is the best choice to maximize your budget and prepare for your growing student population 1. Student Use Benefits provides free licenses to students when 100% of faculty and staff have a paid license at a rate of 40 students per paid faculty license 2. Total Economic Impact Study – Forrester 3. Microsoft Accessibility and Assistive Technologies for Education a TEI Analysis 4. Enrollment numbers are based on an actual higher education school district. -
W Shekatkar Committee Report W Atmanirbhar Bharat Abhiyan W
MONTHLY MAGAZINE FOR TNPSC EXAMS MAY–2020 w Atmanirbhar Bharat Abhiyan w Cleanest City List w Shekatkar Committee Report w Konark Sun Temple w Char Dham Project w Samagra Shiksha Abhiyan VETRII IAS STUDY CIRCLE TNPSC CURRENT AFFAIRS MAY - 2020 An ISO 9001 : 2015 Institution | Providing Excellence Since 2011 Head Office Old No.52, New No.1, 9th Street, F Block, 1st Avenue Main Road, (Near Istha siddhi Vinayakar Temple), Anna Nagar East – 600102. Phone: 044-2626 5326 | 98844 72636 | 98844 21666 | 98844 32666 Branches SALEM KOVAI No.189/1, Meyanoor Road, Near ARRS Multiplex, (Near Salem New No.347, D.S.Complex (3rd floor), Nehru Street,Near Gandhipuram bus Stand), Opp. Venkateshwara Complex, Salem - 636004. Central Bus Stand, Ramnagar, Kovai - 9 0427-2330307 | 95001 22022 75021 65390 Educarreerr Location Vivekanandha Educational Institutions for Women, Elayampalayam, Tiruchengode - TK Namakkal District - 637 205. 04288 - 234670 | 91 94437 34670 Patrician College of Arts and Science, 3, Canal Bank Rd, Gandhi Nagar, Opposite to Kotturpuram Railway Station, Adyar, Chennai - 600020. 044 - 24401362 | 044 - 24426913 Sree Saraswathi Thyagaraja College Palani Road, Thippampatti, Pollachi - 642 107 73737 66550 | 94432 66008 | 90951 66009 www.vetriias.com My Dear Aspirants, Greetings to all of you! “What we think we become” Gautama Buddha. We all have dreams. To make dreams come into reality it takes a lot of determination, dedication, self discipline and continuous effort. We at VETRII IAS Study Circle are committed to provide the right guidance, quality coaching and help every aspirants to achieve his or her life’s cherished goal of becoming a civil servant. -
Businesses at Work Powered by March 2021
Supplement for the GGV Capital Evolving Enterprise Conference Businesses at Work powered by March 2021 Okta, Inc. okta.com [email protected] Businesses at Wor k Contents 3 Introduction 4 Methodology: how did Okta create this report? 5 Apps at work: our most popular apps 8 The fastest growing apps 10 Remote work 12 Developers at work 15 Looking forward, moving ahead Businesses at Wor k 3 Welcome to a supplemental Businesses at Work report, prepared for the GGV Capital Evolving Enterprise conference. Our report dives into how organizations and people work today — exploring workforces and customers, and the applications and services they use to be productive. Our most recent annual Businesses at Work report launched in January 2021. This update dips into fresh data, revealing some important changes in how companies are gearing up for 2021. Last spring, as the pandemic became a global concern, our worlds were flooded with change. We turned to technology to stay afloat. Families scrambled to get equipped for remote learning, companies rushed to support their remote workforces, and organizations quickly developed new online experiences for customers. As the pandemic accelerated, tech solutions once preferred only by “early adopters” became survival tools for companies across all industries, and the population as a whole. It’s from this unprecedented lens that we view the data from Okta’s more than 10,000 customers and the Okta Integration Network (OIN), which includes over 7,000 integrations with cloud, mobile and web apps, as well as IT infrastructure providers. Our top apps underscore the new necessities of remote work: collaboration, security, employee engagement.. -
Everything Teams Need to Do Their Best Work, from Anywhere
Everything teams need to do their best work, from anywhere Google Workspace seamlessly integrates all of the core elements of work, like email, chat, voice and video calling, document collaboration, storage, task management, and admin and security tools so your users can communicate and collaborate easily and securely, from wherever they are. How Google Workspace is different Simple Helpful Flexible Secure Apps chosen by Industry-leading AI A workspace that Secure, cloud-based billions of users — lets you focus on scales with your controls are easy to not mandated by IT high-value work organization manage Real-time collaboration Smart writing suggestions Built-in engagement tools Intelligent security insights helps teams work in help users create quality enable organizations to help you reduce risk parallel and move faster content, quicker exchange ideas and gather feedback Proactive protections help Intuitive, reliable mobile AI-powered data tools keep users secure apps make it easy to pick promote data-driven Google Workspace up where you left off and decision making integrates with the other Simple controls enable get work done on any business applications you centralized manageability device Intelligent meeting already use so you can capabilities make it easier work across platforms Closely integrated apps to collaborate across lead to better alignment languages and regions More than 6M businesses have chosen Google Workspace Why Google Workspace makes sense for your business Companies with engaged employees have higher 68% retention -
Real-Time High-Resolution Background Matting
Real-Time High-Resolution Background Matting Shanchuan Lin* Andrey Ryabtsev* Soumyadip Sengupta Brian Curless Steve Seitz Ira Kemelmacher-Shlizerman University of Washington flinsh,ryabtsev,soumya91,curless,seitz,[email protected] Zoom input and background shot Zoom with new background Our Zoom plugin with new background Figure 1: Current video conferencing tools like Zoom can take an input feed (left) and replace the background, often introducing artifacts, as shown in the center result with close-ups of hair and glasses that still have the residual of the original background. Leveraging a frame of video without the subject (far left inset), our method produces real-time, high-resolution background matting without those common artifacts. The image on the right is our result with the corresponding close-ups, screenshot from our Zoom plugin implementation. Abstract ment can enhance privacy, particularly in situations where a user may not want to share details of their location and We introduce a real-time, high-resolution background re- environment to others on the call. A key challenge of this placement technique which operates at 30fps in 4K resolu- video conferencing application is that users do not typically tion, and 60fps for HD on a modern GPU. Our technique is have access to a green screen or other physical props used to based on background matting, where an additional frame of facilitate background replacement in movie special effects. the background is captured and used in recovering the al- pha matte and the foreground layer. The main challenge is While many tools now provide background replacement to compute a high-quality alpha matte, preserving strand- functionality, they yield artifacts at boundaries, particu- level hair details, while processing high-resolution images larly in areas where there is fine detail like hair or glasses in real-time. -
What's New for Google in 2020?
Kevin A. McGrail [email protected] What’s new for Google in 2020? Introduction Kevin A. McGrail Director, Business Growth @ InfraShield.com Google G Suite TC, GDE & Ambassador https://www.linkedin.com/in/kmcgrail About the Speaker Kevin A. McGrail Director, Business Growth @ InfraShield.com Member of the Apache Software Foundation Release Manager for Apache SpamAssassin Google G Suite TC, GDE & Ambassador. https://www.linkedin.com/in/kmcgrail 1Q 2020 STORY TIME: Google Overlords, Pixelbook’s Secret Titan Key, & Googlesplain’ing CES Jan 2020 - No new new hardware was announced at CES! - Google Assistant & AI Hey Google, Read this Page Hey Google, turn on the lights at 6AM Hey Google, Leave a Note... CES Jan 2020 (continued) Google Assistant & AI Speed Dial Interpreter Mode (Transcript Mode) Hey Google, that wasn't for you Live Transcripts Hangouts Meet w/Captions Recorder App w/Transcriptions Live Transcribe Coming Next...: https://mashable.com/article/google-translate-transcription-audio/ EXPERT TIP: What is Clipping? And Whispering! Streaming Games - Google Stadia Android Tablets No more Android Tablets? AI AI AI AI AI Looker acquisition for 2.6B https://www.cloudbakers.com/blog/why-cloudbakers-loves-looker-for-business-intelligence-bi From Thomas Kurian, head of Google Cloud: “focusing on digital transformation solutions for retail, healthcare, financial services, media and entertainment, and industrial and manufacturing verticals. He highlighted Google's strengths in AI for each vertical, such as behavioral analytics for retail, -
3 Retailers Who Have Streamlined Operations and Improved Customer Experiences with Google Cloud
3 RETAILERS WHO HAVE STREAMLINED OPERATIONS AND IMPROVED CUSTOMER EXPERIENCES WITH GOOGLE CLOUD SADA / 3 RETAILERS WHO HAVE STREAMLINED OPERATIONS AND IMPROVED CUSTOMER EXPERIENCES WITH GOOGLE CLOUD / © 2020 SADA. All Rights Reserved. Table of contents 03 / Introduction 05 / Z Gallerie boosts productivity in stores nationwide with Google Workspace 07 / A world of tile experiences increased ease of business communication with Google Workspace 09 / Sunrider communicates worldwide in real-time with Google Workspace Retailers are finding themselves faced with a Introduction transformation driven by consumers who have come to expect a seamless experience between online and in store. These customers are interested in shopping experiences that ease their buying journey by making recommendations for them and helping them find what they need. In addition, today’s savvy customers want the entire experience to be faster and more personalized than ever before. Leading retailers across the globe are turning to Google Cloud to address these challenges. 3 Power digital transformation and win the hearts of Get insights faster customers with Google Cloud Google Cloud helps retailers pull valuable insights out of Scale your infrastructure massive amounts of data with its data analytics, AI, and machine learning capabilities. Innovative AI solutions Global retailers are using Google Cloud Platform (GCP) help retailers train models to interact with customers for its flexibility, reliability, and powerful computing. and provide insightful direction for agents. BigQuery, GCP ensures your infrastructure and operations can a fully managed serverless data warehouse, provides meet the demands of both preplanned sale days and insights faster to fulfill your mission, and Google Data unexpected spikes in traffic. -
Enforce: Integration with Google Workspace for Education
Enforce: Integration with Google Workspace for Education Table of Contents Prerequisites .................................................................................................................................................................................. 1 Current Restrictions .................................................................................................................................................................... 2 Assumptions ................................................................................................................................................................................. 2 Overview of Steps ....................................................................................................................................................................... 2 Configure Google Workspace for Education ..................................................................................................................... 2 Create a Project ........................................................................................................................................................................... 3 Create the JSON File .................................................................................................................................................................. 3 Enable Domain-wide Delegation ............................................................................................................................................ 4 Enable APIs -
Google Workspace Security Whitepaper
Google Workspace security whitepaper Table of contents Table of contents 1 Introduction 3 Disclaimer 3 Google’s security and privacy focused culture 4 Employee background checks 4 Security training for all employees 4 Secure Environment 4 Internal security and privacy events 5 Our dedicated security team 5 Our privacy teams 5 Internal audit and compliance specialists 6 Collaboration with the security research community 6 Operational security 7 Vulnerability management 7 Malware prevention 7 Monitoring 8 Incident management 9 Technology with security at its core 10 State-of-the-art data centers 10 Powering our data centers 10 Environmental impact 11 Custom server hardware and software 11 Hardware tracking and disposal 11 A global network with unique security benefits 12 Encrypting data in transit and at rest 13 Low latency and highly available solution 13 Service availability 14 Supporting compliance requirements 15 Regulatory compliance 16 Independent third-party certifications and attestations 16 Data usage 16 Our philosophy 16 No advertising in Google Workspace 16 1 Data access and restrictions 17 Administrative access 17 For customer administrators 17 Law enforcement data requests 17 Third-party suppliers 18 Empowering users and administrators to improve security and compliance 19 Access and Authentication 20 2-step verification and security keys 20 Single sign-on (SAML 2.0) 20 OAuth 2.0 and OpenID Connect 20 Information Rights Management (IRM) 20 Restricted email delivery 20 App access based on user context 21 Asset Protection 22 -
Setting up Match My Email (MME) in Salesforce.Com Using Google Workspace
Setting Up Match My Email (MME) in Salesforce.com using Google Workspace The steps in this guide must be performed by a Google Workspace Super Admin for Email Service Connection and a Salesforce System Administrator for app setup within the Salesforce instance, Sandbox or Production. If a Super Admin in Google Workspace is not available, please return to the Match My Email Support page and use the setup guide listed for All Others. Table of Contents 1. Perform Steps in Google Workspace for API Connection .......................................................................... 1 2. Prior to package install: Enable Chatter, Enable Actions in Publisher, and Confirm My Domain .............. 5 3. Install Match My Email AppExchange Package in Salesforce.com ........................................................... 6 4. Proceed with Match My Email account setup ............................................................................................. 7 5. Best Practice: Add Ignore Rule for Email Domain ................................................................................... 10 6. Confirm company-wide settings for Matching and Upload Rules ............................................................. 10 7. For Enterprise & Unlimited Editions Only: Change Email Message Page Layout .................................... 11 8. Add Email Messages component to Lightning Record Pages.................................................................. 12 9. Optional: Convert to Match My Email’s Send Email button .....................................................................