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Music, AI and Health: What is Music Information Retrieval?

#artificialintelligence

Sync Project has made products like Sync Music Bot and Unwind using cutting-edge music technology with the aim to develop personalized music as medicine. Let's take a look at Music Information Retrieval, the technological "glue" that allows us to synthesize advances in AI, music production and licensed music distribution to derive insights into music listening behavior and physiology. When we listen to a song, we hear a coherent blend of numerous instruments to create melody, harmony, and rhythm. When a computer listens to that same song, it "hears" a binary code--digital data represented by either "0" or "1"--that corresponds to the complex waveform of the audio file. When we listen to a song, we can easily determine what the genre is, if it's a happy or sad song, what instruments are present.


How Bayesian Inference Works

@machinelearnbot

Brandon is an author and deep learning developer. He has worked as Principal Data Scientist at Microsoft, as well as for DuPont Pioneer and Sandia National Laboratories. Brandon earned a Ph.D. in Mechanical Engineering from the Massachusetts Institute of Technology. Bayesian inference is a way to get sharper predictions from your data. It's particularly useful when you don't have as much data as you would like and want to juice every last bit of predictive strength from it. Although it is sometimes described with reverence, Bayesian inference isn't magic or mystical. And even though the math under the hood can get dense, the concepts behind it are completely accessible. In brief, Bayesian inference lets you draw stronger conclusions from your data by folding in what you already know about the answer. Bayesian inference is based on the ideas of Thomas Bayes, a nonconformist Presbyterian minister in London about 300 years ago. He wrote two books, one on theology, and one on probability.


Flipboard on Flipboard

#artificialintelligence

How a group of off-road pioneers brought the sport of four-wheeling to Vietnam, and along the way became a disaster relief squad. Their fleet of competition-ready, off-roading Toyota Land Cruisers include FJs that span four decades. We go behind the (very busy) scenes /b p Wimbledon's 15,000-seat Centre Court is serene and empty except for the 24-hour security guards protecting the most hallowed patch of grass in world … Long before there were musical instruments, the human voice was used to make beautiful music. It's no surprise that the beauty of singing has been … A good rocket launch site has a few important characteristics. Their stories came out slowly, even hesitantly, at first.


Samsung to Invest $19 Billion in Chip, Display Plants

U.S. News

The South Korean company's announcement comes as the global memory chip industry enjoys a massive boom thanks to a surge in demand for microchips. Global tech companies have been increasing servers and data centers to handle more data from mobile devices and auto vehicles and also on expectations that adoption of artificial intelligence would create even more demand for handling data.


Artificial Intelligence and Cognitive Computing in Communications, Applications, and Commerce: AI in Internet of Things (IoT), Data Analytics, and Virtual Private Assistants 2017 - 2022

#artificialintelligence

Overview: Artificial Intelligence (AI) and Cognitive Computing are increasingly integrated in many areas including Internet search, entertainment, commerce applications, content optimization, and robotics. The long-term prospect for these technologies is that they will become embedded in many different other technologies and provide autonomous decision making on behalf of humans, both directly, and indirectly through many processes, products, and services. AI will anticipated to have an ever increasing role in ICT including both traditional telecommunications as well as many communications enabled applications and digital commerce. Fast growing AI technologies for consumer facing industries include chat bots and Virtual Personal Assistants (VPA) and smart advisors. These technologies leverage autonomous agents to enable an ambient user experience for applications, services, and enhanced commerce.


Machines of loving grace: how Artificial Intelligence helped techno grow up

#artificialintelligence

In the days of ever-changing playlists and unlimited Soundcloud mixes it might seem strange that something as simple as a compilation album could change the course of music. And yet that was what happened 25 years ago this month, in July 1992, with the release of Warp Records' first Artificial Intelligence compilation. It was a record that helped to launch the careers of Autechre, Aphex Twin and Richie Hawtin, birthed the genre that would later become known as intelligent dance music (or IDM), and changed the idea of electronic music as merely a tool for dancing. Artificial Intelligence wore its heart on its sleeve: the front cover features an android slumped in an armchair in front of a stereo, with albums from Kraftwerk and Pink Floyd scattered around. Below this, the tagline "electronic listening music from Warp" spelled out the compilation's modus operandi: this was electronic music for the home, not the rave – a notion that was largely foreign 25 years ago.


Google Stakes Its Future on Tensorflow • r/artificial

#artificialintelligence

We offer an opportunity for companies and individuals working on interesting problems in AI to introduce their work to the community through the IAMA. Please contact /u/dejormo for more information. We would love to hear from you!


'Kodi box' seller who made £370,000 given suspended prison sentence

The Independent - Tech

A man who earned hundreds of thousands selling'Kodi boxes' from his home in Wales has been sentenced in court. He sold them through his Maiz Box Limited business, and made £371,000 between June 2014 and March 2016. He was reported to police by BSkyB. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar.


I ask 100 information questions to four digital assistants. All of them fail at least half.

@machinelearnbot

Despite the massively larger size of the Google Home speaker, the winner of "who can actually hear a user" is the Echo Dot, which was able to hear me from farther away and without me having to look at it. After seeing the poor feedback of Watson in Bridge Crew, I decided to take my four digital assistants for a spin. After 21 questions across four assistants, I learned that Alexa cannot give basic information about Amazon Prime videos, none of them can properly understand which movie you're looking for information for, and none of them can actually recommend stuff. Also, Google still needs to learn how to round up. I also learned I'm going to need a bigger set of questions. First, the purpose of this test is to test the assistants on the one skill that is a must-have for a disembodied speaker: Information retrieval and processing. This is not a comprehensive test, but is indicative of the types of questions that one might ask based on conversation, i.e. two or more people are having a conversation and they reach a question that needs an answer. To begin with, I summarise the results, mostly for fun. After that, you can browse what I found the most interesting 40 questions, and the varied (or non-varied) answers offered by each assistant for those. This piece is not intended to be illustrative on who is the "best" assistant.


First look at iOS 11

FOX News

Yes, Apple saved the most substantive changes for its tablets, so it's tempting to overlook the enhancements on the iPhone side of things. That would be selling the iOS 11 update short. While this initial beta iOS 11 feels more like a continuation of iOS 10 than an entirely new version, it does introduce some noteworthy changes that can expand what our phone can do. Some are available now, such as a customizable Control Center and Siri-powered translation tools, and others are on the horizon, like Apple Pay support for transferring money and augmented-reality-friendly apps. Here's what we like -- and what we don't -- so far.