Over the last several years, a new area of research called deep learning has taken the machine learning community by storm, delivering very promising results in all areas of speech and image recognition. However, one missing link is the lack of an accessible and easy-to-use open-source deep learning library for the music and/or audio research community. In this post we will introduce you to scientific articles, thesis and reports that use deep learning approaches applied to music. The documents are generally in PDF formats, sorted by years and paired with source codes if they’re available.
Computers and Technology
Exploring Serverless Applications with Node.js
Going serverless and hosting your web applications in the cloud drastically reduces the time you spend worrying about infrastructure—giving you more time for building features and solving business problems. Serverless apps are easier to scale, quicker to develop, and less complex than traditional server-hosted applications.
The Math of Machine Learning – Berkeley University Textbook
This document is an attempt to provide a summary of the mathematical background needed for an introductory class in machine learning, which at UC Berkeley is known as CS 189/289A.
Free Interactive PC Builds and Setups Magazine
Extreme PC Magazine is an interactive magazine meaning you can click on specs and details and links to be automatically directed to the target link. This also comes with sound and video taking your e-magazine to the next level.
Digital Contact Tracing for Pandemic Response: Ethics and Governance Guidance
As public health professionals around the world work tirelessly to respond to the COVID-19 pandemic, it is clear that traditional methods of contact tracing need to be augmented in order to help address a public health crisis of unprecedented scope.
EFF’s Guide to Digital Rights During the Pandemic
The COVID-19 pandemic has a profound impact on how we use technology, and what we expect from it. That’s where EFF’s experts come in. It’s a collection of articles by EFF on the intersections between COVID-19 and technology.
The No Code Revolution
Learn what the no code movement means for the future of makers and businesses. At its core, the no code movement is just an evolution of core principles that has driven technological innovation for millennia.
3 Free Site Reliability Engineering (SRE) Ebooks by Google
SRE is what you get when you treat operations as if it’s a software problem. 3 Free Ebooks on SRE – Building Secure and Reliable Systems, The Site Reliability Workbook and Site Reliability Engineering.
x86-64 Assembly Language Programming with Ubuntu
The purpose of this text is to provide a reference for University level assembly language and systems programming courses. Specifically, this text addresses the x86-64 instruction set for the popular x86-64 class of processors using the Ubuntu 64-bit Operating System (OS).