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MATLAB Basics for Deep Learning and Audio Plugins | Gabriele Bunkheila (MathWorks)

"Are you considering entering the Neural Audio Plugin Competition? MATLAB is free to use for all participants and this session provides an overview of the most useful features to work on the challenge. Join us and learn about the basics of: - Using MATLAB code to create and host VST and AU plugins, from DSP to UI controls - Hosting, running, and testing VST and AU plugins in MATLAB - Accessing pre-trained deep learning networks in MATLAB and training your own - Importing PyTorch, TensorFlow and ONNX models into MATLAB. - Turning deep learning models into efficient C++ implementations for audio plugins" - Abstract —— Links: Gabriele's LinkedIn:   / gabrielebunkheila   NAP Competition MathWorks page: mathworks.com/academia/student-competitions/neural-audio-plug-in-competition.html Basics of MATLAB: https://matlabacademy.mathworks.com MATLAB documentation: https://www.mathworks.com/help Plugin example gallery: https://www.mathworks.com/help/audio/... https://www.mathworks.com/matlabcentr... Import/export deep learning networks: https://www.mathworks.com/help/deeple... —— 0:00 Intro 1:56 About Gabriele 2:51 Resources 5:42 Example situations 9:24 Basics of making a plugin in MATLAB 14:40 Limitations 16:20 Resources (pt. 2) 17:36 Exploring a denser plugin 35:27 Creating deep networks in MATLAB 55:11 End of presentation 55:53 Outro —— Inclusion is at the core of our meetups, and we follow the Berlin Code of Conduct. For more information, please read more here https://berlincodeofconduct.org/ Join the Audio Programmer Discord Group: www.theaudioprogrammer.com/community See our past meetups here:    • Dave Rowland - Real-time Tradeoffs in...   Support the channel: www.patreon.com/theaudioprogrammer Website: https://www.theaudioprogrammer.com Instagram:   / theaudioprogrammer   Facebook:   / theaudioprogrammer   Twitter:   / theaudioprogrammer