Music Generation with deep learning

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<H2><EM><STRONG>How can we generate a new song by our favorite artist?</STRONG></EM><BR><BR>We will talk a bit about the theory behind it, but mostly, we will demonstrate the variety of common techniques and implementations such as RNN, LSTM, and GAN.<BR>The history of an algorithmic generation, then we'll walk step by step through the process of how DNN networks help us generate music.<BR>The session will be divided into 2 parts, lecture and hands-on.<BR><BR>Who can join us?<BR>This session is for anyone who has a basic programming background and previous introduction with neural networks.<BR>You can be a developer, a team leader, a product manager or anything else with practical experience with some code (preferably python).<BR>We will use python, tensorflow, keras and MATLAB.<BR><BR>What do you need?<BR>A Working computer<BR>Python 3.6<BR>PyCharm / Jupyter notebook<BR><BR>Schedule:<BR>18:30 - Gathering and mingling<BR>18:45 - Welcoming<BR>18:50 - Lecture<BR>19:40 - Break<BR>19:50 - Hands-On time (Python)<BR>20:20 - From Python to Production, using MATLAB<BR>21:00 - Sayonara<BR></H2>
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<H2><BR>About the lecturer (Ron Weiner):<BR>Loves to be challenged with difficult problems from a variety of domains that give real value.<BR>Working with two Startup companies as a Data Scientist and handle challenges of video processing and NLP.<BR>Mantra: Nature is build of mathematical rules, therefore the answer is out there...<BR>To find the answer all we need to do is to use the right lens<BR>Founder of <A HREF="https://www.facebook.com/tech4charity" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Tech4Charity </A>and <A HREF="https://meetup.com/Tel-Aviv-School-of-AI/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Tel Aviv School of AI</A>. <BR>See more on <A HREF="https://www.linkedin.com/in/ron-weiner" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">LinkedIn</A>.<BR><BR>About the lecturer (Roy Fahn):<BR>Working for Systematics for the last 12 years as an Application Engineer focusing on MathWorks Deep Learning, Machine Learning, Image Processing & Computer Vision product lines.<BR>Holds an M.Sc degree in Electrical Engineering from the Tel-Aviv University and a B.Sc degree in Bio-Medical Engineering from the Technion (with honors).<BR>Speaks three languages – Hebrew, English, and MATLAB.<BR>See more on <A HREF="https://www.linkedin.com/in/royfahn/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">LinkedIn </A>and visit the blog managed by Roy.<BR><BR></H2>
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<H2>About <A HREF="https://AI-blog.co.il" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">AI-BLOG</A>:<BR>AI-BLOG, the first and leading Hebrew blog on machine learning, deep learning, data science, and AI.<BR>AI-Blog Community is about people that help each other to become more professional. It’s the place to learn and to share algorithms, methods and papers summaries between members.</H2>
<H2>About <A HREF="https://www.systematics.co.il/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Systematics</A>:<BR>Systematics promotes organizational effectiveness and efficiency by marketing innovative computing technologies and implementing them in advanced work processes. MATLAB software is among the technologies marketed, distributed, and supported by Systematics.</H2>

Systematics offices 3rd Floor

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Music Generation with deep learning

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Music Generation with deep learning

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