Audiveris musichackdayvienna2013.v1

•

1 like•399 views

ideasarefree

Presented at http://classicalmusichackday.org

Technology Business

MUSIC HACK DAY, Vienna 2013
Audiveris
Optical Music Recognition
Presented by Hervé Bitteur
herve.bitteur@audiveris.org February 2, 2013
V1

2www.audiveris.orgVIENNA 2013
Agenda
● User demo
● The big picture
● Audiveris technology
● Current 4.2 release
● Integration
● Future

3www.audiveris.orgVIENNA 2013
User Demo
● User oriented
 Input
 Corrections
 Outputs
● Case
 Input : Dichterliebe01.pdf
 Language : DEU
 Tempo : 80
 Output : Finale Notepad

4www.audiveris.orgVIENNA 2013
Score Transcription « big picture »
Symbolic
Notation
Printed
Scores
OMR
Music
Info
Retrieval
Index
Search
Edition
Scores
Images
Edit
View
Play
Transpose
Pivot Format
Optical Music Recognition
AudiverisAudiveris
MuseScore
PeachNote
Scan
MusicXML

5www.audiveris.orgVIENNA 2013
Music notation
● MusicXML
 Symbol level
 Meant for score interchange
● MIDI
 Note level
 Meant for digital instruments
● MP3
 Sound level
 Meant for recorded music
High level
Low level

6www.audiveris.orgVIENNA 2013
OCR vs OMR
OCR
(text)
OMR
(music)
Complexity Horizontal lines of
characters
Combined horizontal &
vertical directions
Technology Rather mature Several years
behind OCR
Products Many Just a few.
One FOSS: Audiveris

7www.audiveris.orgVIENNA 2013
Basic definitions: Runs & Sections
Black run of 3 pixels
White run of 18 pixels
Section of 6 adjacent runs

8www.audiveris.orgVIENNA 2013
Tech Demo
● Technology oriented
 Runs
 Grid
● Case
 Input : Chula.png
 Language : FRA
 Params : showRuns, showCombs
 Output : MuseScore

9www.audiveris.orgVIENNA 2013
Pixels: Staff Lines & other objects

10www.audiveris.orgVIENNA 2013
Black runs histo. → line thickness

11www.audiveris.orgVIENNA 2013
White runs histogram → interline

12www.audiveris.orgVIENNA 2013
Vertical runs > line thickness

13www.audiveris.orgVIENNA 2013
Vertical runs <= line thickness

14www.audiveris.orgVIENNA 2013
Short horizontal runs put aside

15www.audiveris.orgVIENNA 2013
Long hori. runs → lines skeleton

16www.audiveris.orgVIENNA 2013
Clusters of equidistant lines

17www.audiveris.orgVIENNA 2013
Staff lines detected

18www.audiveris.orgVIENNA 2013
Staff lines removed

19www.audiveris.orgVIENNA 2013
Wavy staff lines: Splines

20www.audiveris.orgVIENNA 2013
Wavy staff lines: Dewarped image

21www.audiveris.orgVIENNA 2013
Stems detected

22www.audiveris.orgVIENNA 2013
Sections → Glyphs → Shapes

23www.audiveris.orgVIENNA 2013
Generated score

24www.audiveris.orgVIENNA 2013
Audiveris version 4.2
● Released in December 2012
● Features:
 Ghostscript integration
– for PDF input
 Adaptive Binarization
– for non-uniform images
 Tesseract OCR V3
– for text handling
 ART-based moments
– for shape recognition
 Plugins
– for MusicXML consumers

25www.audiveris.orgVIENNA 2013
Local OMR Integration
MusicXML
scan
Audiveris
plugin
plugin
MuseScore
display
client

26www.audiveris.orgVIENNA 2013
OMR as a Service (hack of the day)
MusicXML
scan
MuseScore
display
internet
Audiveris
Front
End
client server

27www.audiveris.orgVIENNA 2013
Audiveris evolution
● Technology
 Good building blocks available
 4.2+: iterative approach OK for good-quality scans
 5.x: fuzzy logic needed for poor-quality scans
● Architecture
 Focus on OMR service
● « Freemium » model
 Free for basic features or low volume
 Premium for more serious usage

Thank you
www.audiveris.org
Audiveris [latin] := « you will have heard »
herve.bitteur@audiveris.org

Recently uploaded

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

apidays

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

In this session, we will delve into strategic approaches for optimizing knowledge management within Microsoft 365, amidst the evolving landscape of Copilot. From leveraging automatic metadata classification and permission governance with SharePoint Premium, to unlocking Viva Engage for the cultivation of knowledge and communities, you will gain actionable insights to bolster your organization's knowledge-sharing initiatives. In this session, we will also explore how to facilitate solutions to enable your employees to find answers and expertise within Microsoft 365. You will leave equipped with practical techniques and a deeper understanding of how there is more to effective knowledge management than just enabling Copilot, but building actual solutions to prepare the knowledge that Copilot and your employees can use.

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Drew Madelung

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

debabhi2

Created by Mozilla Research in 2012 and now part of Linux Foundation Europe, the Servo project is an experimental rendering engine written in Rust. It combines memory safety and concurrency to create an independent, modular, and embeddable rendering engine that adheres to web standards. Stewardship of Servo moved from Mozilla Research to the Linux Foundation in 2020, where its mission remains unchanged. After some slow years, in 2023 there has been renewed activity on the project, with a roadmap now focused on improving the engine’s CSS 2 conformance, exploring Android support, and making Servo a practical embeddable rendering engine. In this presentation, Rakhi Sharma reviews the status of the project, our recent developments in 2023, our collaboration with Tauri to make Servo an easy-to-use embeddable rendering engine, and our plans for the future to make Servo an alternative web rendering engine for the embedded devices industry. (c) Embedded Open Source Summit 2024 April 16-18, 2024 Seattle, Washington (US) https://events.linuxfoundation.org/embedded-open-source-summit/ https://ossna2024.sched.com/event/1aBNF/a-year-of-servo-reboot-where-are-we-now-rakhi-sharma-igalia

A Year of the Servo Reboot: Where Are We Now?

Igalia

A Principled Technologies deployment guide Conclusion Deploying VMware Cloud Foundation 5.1 on next gen Dell PowerEdge servers brings together critical virtualization capabilities and high-performing hardware infrastructure. Relying on our hands-on experience, this deployment guide offers a comprehensive roadmap that can guide your organization through the seamless integration of advanced VMware cloud solutions with the performance and reliability of Dell PowerEdge servers. In addition to the deployment efficiency, the Cloud Foundation 5.1 and PowerEdge solution delivered strong performance while running a MySQL database workload. By leveraging VMware Cloud Foundation 5.1 and PowerEdge servers, you could help your organization embrace cloud computing with confidence, potentially unlocking a new level of agility, scalability, and efficiency in your data center operations.

Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...

Principled Technologies

Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality. Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore: FME’s role in real-time event processing, from data intake and analysis to transformation and reporting An overview of leveraging streams vs. automations FME’s impact across various industries highlighted by real-life case studies Live demonstrations on setting up FME workflows for real-time data Practical advice on getting started, best practices, and tips for effective implementation Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

Safe Software

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Juan lago vázquez

With more memory available, system performance of three Dell devices increased, which can translate to a better user experience Conclusion When your system has plenty of RAM to meet your needs, you can efficiently access the applications and data you need to finish projects and to-do lists without sacrificing time and focus. Our test results show that with more memory available, three Dell PCs delivered better performance and took less time to complete the Procyon Office Productivity benchmark. These advantages translate to users being able to complete workflows more quickly and multitask more easily. Whether you need the mobility of the Latitude 5440, the creative capabilities of the Precision 3470, or the high performance of the OptiPlex Tower Plus 7010, configuring your system with more RAM can help keep processes running smoothly, enabling you to do more without compromising performance.

Boost PC performance: How more available memory can improve productivity

Principled Technologies

Scaling API-first – The story of a global engineering organization

Radu Cotescu

💉💊+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHABI}}+971581248768 +971581248768 Mtp-Kit (500MG) Prices » Dubai [(+971581248768**)] Abortion Pills For Sale In Dubai, UAE, Mifepristone and Misoprostol Tablets Available In Dubai, UAE CONTACT DR.Maya Whatsapp +971581248768 We Have Abortion Pills / Cytotec Tablets /Mifegest Kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, Buy cytotec in Dubai +971581248768''''Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec” +971581248768' Dr.DEEM ''BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE'' Contact me now via What's App…… abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in Dubai we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy. We only offer abortion pills from 1 week-6 Months. We then advise you to use surgery if its beyond 6 months. Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol). The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant. When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time. All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications. Our Women's Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU-486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol). The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation. Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their lives. The decision to have an abortion at the Abortion Cl

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@

This presentation explores the impact of HTML injection attacks on web applications, detailing how attackers exploit vulnerabilities to inject malicious code into web pages. Learn about the potential consequences of such attacks and discover effective mitigation strategies to protect your web applications from HTML injection vulnerabilities. for more information visit https://bostoninstituteofanalytics.org/category/cyber-security-ethical-hacking/

HTML Injection Attacks: Impact and Mitigation Strategies

Boston Institute of Analytics

Real Time Object Detection Using Open CV

Khem

This presentations targets students or working professionals. You may know Google for search, YouTube, Android, Chrome, and Gmail, but did you know Google has many developer tools, platforms & APIs? This comprehensive yet still high-level overview outlines the most impactful tools for where to run your code, store & analyze your data. It will also inspire you as to what's possible. This talk is 50 minutes in length.

Powerful Google developer tools for immediate impact! (2023-24 C)

wesley chun

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Rafal Los

Discord is a free app offering voice, video, and text chat functionalities, primarily catering to the gaming community. It serves as a hub for users to create and join servers tailored to their interests. Discord’s ecosystem comprises servers, each functioning as a distinct online community with its own channels dedicated to specific topics or activities. Users can engage in text-based discussions, voice calls, or video chats within these channels. Understanding Discord Servers Discord servers are virtual spaces where users congregate to interact, share content, and build communities. Servers may revolve around gaming, hobbies, interests, or fandoms, providing a platform for like-minded individuals to connect. Communication Features Discord offers a range of communication tools, including text channels for messaging, voice channels for real-time audio conversations, and video channels for face-to-face interactions. These features facilitate seamless communication and collaboration. What Does NSFW Mean? The acronym NSFW stands for “Not Safe For Work,” indicating content that may be inappropriate for professional or public settings. NSFW Content NSFW content encompasses material that is sexually explicit, violent, or otherwise graphic in nature. It often includes nudity, profanity, or depictions of sensitive topics.

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf

UK Journal

The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.

Artificial Intelligence: Facts and Myths

Joaquim Jorge

A Domino Admins Adventures (Engage 2024)

Gabriella Davis

GenAI Risks & Security Meetup 01052024.pdf

lior mazor

How to Troubleshoot Apps for the Modern Connected Worker

ThousandEyes

Recently uploaded (20)

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Exploring the Future Potential of AI-Enabled Smartphone Processors

A Year of the Servo Reboot: Where Are We Now?

Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Boost PC performance: How more available memory can improve productivity

Scaling API-first – The story of a global engineering organization

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

HTML Injection Attacks: Impact and Mitigation Strategies

Real Time Object Detection Using Open CV

Powerful Google developer tools for immediate impact! (2023-24 C)

The 7 Things I Know About Cyber Security After 25 Years | April 2024

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf

Artificial Intelligence: Facts and Myths

A Domino Admins Adventures (Engage 2024)

GenAI Risks & Security Meetup 01052024.pdf

How to Troubleshoot Apps for the Modern Connected Worker

Featured

Content Methodology: A Best Practices Report (Webinar)

contently

How to Prepare For a Successful Job Search for 2024

Albert Qian

A report by thenetworkone and Kurio. The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).

Social Media Marketing Trends 2024 // The Global Indie Insights

Kurio // The Social Media Age(ncy)

The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands. It’s important that you’re ready to implement new strategies in 2024. Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024. You’ll learn: - The latest trends in AI and automation, and what this means for an evolving paid search ecosystem. - New developments in privacy and data regulation. - Emerging ad formats that are expected to make an impact next year. Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape. If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.

Trends In Paid Search: Navigating The Digital Landscape In 2024

Search Engine Journal

From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world. With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively. The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage. Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience. See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers See the original article on Forbes here: http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b

5 Public speaking tips from TED - Visualized summary

SpeakerHub

Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world. Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance. For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age. Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.

ChatGPT and the Future of Work - Clark Boyd

Clark Boyd

Getting into the tech field. what next

Tessa Mero

Google's Just Not That Into You: Understanding Core Updates & Search Intent

Lily Ray

How to have difficult conversations

Rajiv Jayarajah, MAppComm, ACC

Introduction to Data Science

Christy Abraham Joy

Time Management & Productivity - Best Practices

Vit Horky

The six step guide to practical project management If you think managing projects is too difficult, think again. We’ve stripped back project management processes to the basics – to make it quicker and easier, without sacrificing the vital ingredients for success. “If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.” Dr Andrew Makar, Tactical Project Management

The six step guide to practical project management

MindGenius

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

RachelPearson36

During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59 Key takeaways: • Learn how to use ChatGPT to add AI power to your testing and test automation • Understand the limitations of the technology and where human expertise is crucial • Gain insight into different AI-based tools • Adopt AI-based tools to stay relevant and optimize work for developers and testers * ChatGPT and OpenAI belong to OpenAI, L.L.C.

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Applitools

12 Ways to Increase Your Influence at Work

GetSmarter

ChatGPT webinar slides

Alireza Esmikhani

More than Just Lines on a Map: Best Practices for U.S Bike Routes

Project for Public Spaces & National Center for Biking and Walking

Has your project been caught in a storm of deadlines, clashing requirements, and the need to change course halfway through? If yes, then check out how the administration team navigated through all of this, relocating 160 people from 3 countries and opening 2 offices during the most turbulent time in the last 20 years. Belka Games’ Chief Administrative Officer, Katerina Rudko, will share universal approaches and life hacks that can help your project survive unstable periods when there seem to be too many tasks and a lack of time and people.

Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...

DevGAMM Conference

Barbie - Brand Strategy Presentation

Erica Santiago

According to the latest State of the American Manager report from Gallup, employees who have regular meetings with their managers are almost three times as likely to be engaged as those who don’t. These regular check-ins keep managers and employees in sync and aligned. Want to see better manager/employee relationships in your organisation? Then make an all-in commitment to 1:1 meetings. Not sure how? You’ve come to the right place. In this webinar with Jamie Resker, Founder and Practice Leader for Employee Performance Solutions (EPS), and Teala Wilson, Talent Management Consultant at Saba Software, you’ll get the inside track on how to hold effective 1:1 meetings, including tips for getting managers on board. • Go beyond discussing the status of everyday work to higher level topics, including recognition, performance, development, and career aspirations • Learn how to decide meeting frequency, what to cover, as well as roles and responsibilities of the manager and employee • Understand how managers can build trust and make it comfortable for employees to provide upward feedback • Unite your organisation with a unified approach to 1:1 meetings Join us for this 1-hour webinar to get practical tips for building better manager-employee relationships with intention and purpose. About the Speakers Jamie Resker - Founder and Practice Leader for Employee Performance Solutions (EPS) Jamie Resker, Practice Leader and Founder of Employee Performance Solutions, is a recognized innovator in performance management. She is the originator of the-the Performance Continuum Feedback Method® and Conversations to Optimize Employee Performance training program; tools and training that reshape communications between managers and employees to drive and align performance. Jamie is on the faculty for the Northeast Human Resources Association, is a contributor to Halogen Software's Talent Space Blog, and is an editorial advisory board member for HR Examiner. Teala Wilson - Senior Consultant, Strategic Services, Saba Software Teala is a Talent Management Consultant at Halogen Software, now a part of Saba Software. She has worked with teams on a national and global level supporting human resources in areas such as performance management, recruitment, employee benefit programs, training and talent development, workforce planning and internal communications. Teala also has a personal passion for visual arts and design. Want to learn more? Join us for an upcoming Product Tour! http://bit.ly/2yitfqu

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

Saba Software

Featured (20)

Content Methodology: A Best Practices Report (Webinar)

How to Prepare For a Successful Job Search for 2024

Social Media Marketing Trends 2024 // The Global Indie Insights

Trends In Paid Search: Navigating The Digital Landscape In 2024

5 Public speaking tips from TED - Visualized summary

ChatGPT and the Future of Work - Clark Boyd

Getting into the tech field. what next

Google's Just Not That Into You: Understanding Core Updates & Search Intent

How to have difficult conversations

Introduction to Data Science

Time Management & Productivity - Best Practices

The six step guide to practical project management

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

12 Ways to Increase Your Influence at Work

ChatGPT webinar slides

More than Just Lines on a Map: Best Practices for U.S Bike Routes

Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...

Barbie - Brand Strategy Presentation

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

Audiveris musichackdayvienna2013.v1

1. MUSIC HACK DAY, Vienna 2013 Audiveris Optical Music Recognition Presented by Hervé Bitteur herve.bitteur@audiveris.org February 2, 2013 V1

2. 2www.audiveris.orgVIENNA 2013 Agenda ● User demo ● The big picture ● Audiveris technology ● Current 4.2 release ● Integration ● Future

3. 3www.audiveris.orgVIENNA 2013 User Demo ● User oriented  Input  Corrections  Outputs ● Case  Input : Dichterliebe01.pdf  Language : DEU  Tempo : 80  Output : Finale Notepad

4. 4www.audiveris.orgVIENNA 2013 Score Transcription « big picture » Symbolic Notation Printed Scores OMR Music Info Retrieval Index Search Edition Scores Images Edit View Play Transpose Pivot Format Optical Music Recognition AudiverisAudiveris MuseScore PeachNote Scan MusicXML

5. 5www.audiveris.orgVIENNA 2013 Music notation ● MusicXML  Symbol level  Meant for score interchange ● MIDI  Note level  Meant for digital instruments ● MP3  Sound level  Meant for recorded music High level Low level

6. 6www.audiveris.orgVIENNA 2013 OCR vs OMR OCR (text) OMR (music) Complexity Horizontal lines of characters Combined horizontal & vertical directions Technology Rather mature Several years behind OCR Products Many Just a few. One FOSS: Audiveris

7. 7www.audiveris.orgVIENNA 2013 Basic definitions: Runs & Sections Black run of 3 pixels White run of 18 pixels Section of 6 adjacent runs

8. 8www.audiveris.orgVIENNA 2013 Tech Demo ● Technology oriented  Runs  Grid ● Case  Input : Chula.png  Language : FRA  Params : showRuns, showCombs  Output : MuseScore

9. 9www.audiveris.orgVIENNA 2013 Pixels: Staff Lines & other objects

10. 10www.audiveris.orgVIENNA 2013 Black runs histo. → line thickness

11. 11www.audiveris.orgVIENNA 2013 White runs histogram → interline

12. 12www.audiveris.orgVIENNA 2013 Vertical runs > line thickness

13. 13www.audiveris.orgVIENNA 2013 Vertical runs <= line thickness

14. 14www.audiveris.orgVIENNA 2013 Short horizontal runs put aside

15. 15www.audiveris.orgVIENNA 2013 Long hori. runs → lines skeleton

16. 16www.audiveris.orgVIENNA 2013 Clusters of equidistant lines

17. 17www.audiveris.orgVIENNA 2013 Staff lines detected

18. 18www.audiveris.orgVIENNA 2013 Staff lines removed

19. 19www.audiveris.orgVIENNA 2013 Wavy staff lines: Splines

20. 20www.audiveris.orgVIENNA 2013 Wavy staff lines: Dewarped image

21. 21www.audiveris.orgVIENNA 2013 Stems detected

22. 22www.audiveris.orgVIENNA 2013 Sections → Glyphs → Shapes

23. 23www.audiveris.orgVIENNA 2013 Generated score

24. 24www.audiveris.orgVIENNA 2013 Audiveris version 4.2 ● Released in December 2012 ● Features:  Ghostscript integration – for PDF input  Adaptive Binarization – for non-uniform images  Tesseract OCR V3 – for text handling  ART-based moments – for shape recognition  Plugins – for MusicXML consumers

25. 25www.audiveris.orgVIENNA 2013 Local OMR Integration MusicXML scan Audiveris plugin plugin MuseScore display client

26. 26www.audiveris.orgVIENNA 2013 OMR as a Service (hack of the day) MusicXML scan MuseScore display internet Audiveris Front End client server

27. 27www.audiveris.orgVIENNA 2013 Audiveris evolution ● Technology  Good building blocks available  4.2+: iterative approach OK for good-quality scans  5.x: fuzzy logic needed for poor-quality scans ● Architecture  Focus on OMR service ● « Freemium » model  Free for basic features or low volume  Premium for more serious usage

28. Thank you www.audiveris.org Audiveris [latin] := « you will have heard » herve.bitteur@audiveris.org

Audiveris musichackdayvienna2013.v1

Recommended

Recommended

More Related Content

Recently uploaded

Recently uploaded (20)

Featured

Featured (20)

Audiveris musichackdayvienna2013.v1