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Magenta

Magenta is a project devoted to music and art generation with machine intelligence. It is part of TensorFlow, an open source machine learning library.

http://magenta.tensorflow.org/

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Magenta | magenta.tensorflow.org Reviews
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Magenta is a project devoted to music and art generation with machine intelligence. It is part of TensorFlow, an open source machine learning library.
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Magenta | magenta.tensorflow.org Reviews

https://magenta.tensorflow.org

Magenta is a project devoted to music and art generation with machine intelligence. It is part of TensorFlow, an open source machine learning library.

INTERNAL PAGES

magenta.tensorflow.org magenta.tensorflow.org
1

Multistyle Pastiche Generator

https://magenta.tensorflow.org/2016/11/01/multistyle-pastiche-generator

Nov 1, 2016. Have extended image style transfer by creating a single network which performs more than one stylization of an image. The paper. 1] has also been summarized in a Google Research Blog. Post The source code and trained models behind the paper are being released here. What is a pastiche generator? A pastiche is a work of art that emulates another work’s style. Magenta is open sourcing a model that creates a new image which transfers one of several styles from one image to another. While the pas...

2

Magenta MIDI Interface

https://magenta.tensorflow.org/2016/08/02/midi-interface

Aug 2, 2016. The magenta team is happy to announce our first step toward providing an easy-to-use interface between musicians and TensorFlow. This release makes it possible to connect a TensorFlow model to a MIDI controller and synthesizer in real time. Don’t have your own MIDI keyboard? There are many free software components you can download and use with our interface. Find out more details on setting up your own TensorFlow-powered MIDI rig in the README.

3

Tuning Recurrent Neural Networks with Reinforcement Learning

https://magenta.tensorflow.org/2016/11/09/tuning-recurrent-networks-with-reinforcement-learning

Tuning Recurrent Neural Networks with Reinforcement Learning. Nov 9, 2016. We are excited to announce our new RL Tuner algorithm. A method for enchancing the performance of an LSTM trained on data using Reinforcement Learning (RL). We create an RL reward function that teaches the model to follow certain rules, while still allowing it to retain information learned from data. We use. When I joined Magenta. Is conceptually similar to a. Music is an interesting test-bed for sequence generation, in that music...

4

Human Learning What WaveNet Learned from Humans

https://magenta.tensorflow.org/2016/09/23/learning-music-from-learned-music

Human Learning What WaveNet Learned from Humans. Sep 23, 2016. Or Learning Music Learned From Music). A few days ago, DeepMind posted audio synthesis results that included .wav files generated from a training data set of hours of solo piano music. Each wave file (near the bottom of their post. Is 10 seconds long, and sounds very much like piano music. I took a closer look at these samples. I made the above video while working on WaveNet’s piano sample #3. (Disclaimer: this was done quickly transcribi...

5

Blog

https://magenta.tensorflow.org/blog

Learning from A.I. Duet. Feb 16, 2017. Just released A.I. Duet. An interactive experiment which lets you play a music duet with the computer. You no longer need code or special equipment to play along with a Magenta music generation model. Just point your browser at A.I. Duet. And use your laptop keyboard or a MIDI keyboard to make some music. You can learn more by reading Alex Chen’s Google Blog post. Magenta wins "Best Demo" at NIPS 2016! Dec 16, 2016. Conference in Barcelona last week. Nov 9, 2016.

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perryzhao.wordpress.com perryzhao.wordpress.com

Perry.Zhao | 虔心求学

https://perryzhao.wordpress.com/author/perryzhao

Articles posted by Perry.Zhao. KDD Cup 2015: The story of how I built hundreds of predictive models….And got so close, yet so far away from 1st place! Data Until I Die! The challenge from the KDD Cup this year was to use their data relating to student enrollment in online MOOCs to predict who would drop out vs who would stay. And at the time of this writing landed me in 120th place. My score is 2.6% away from 1st place, but there are 119 people above me! Here are the main characters of this story:. ML4MD...

perryzhao.wordpress.com perryzhao.wordpress.com

六月 | 2016 | 虔心求学

https://perryzhao.wordpress.com/2016/06

Reviews; Machine learning for music discovery; icml 2016 workshop, new york [1/2: invited talks]. I attended this amazing workshop this year again, Machine learning for music discovery. At International conference on machine learning (ICML) 2016. ICML is one of the biggest conferences in machine learning (ICML; THE summer ML conference, NIPS; THE winter ML conference)(Or the opposite if it happens at somewhere in southern hemisphere). The whole conference was massive! 1,359 more words.

perryzhao.wordpress.com perryzhao.wordpress.com

Reviews; Machine learning for music discovery; icml 2016 workshop, new york [1/2: invited talks] | 虔心求学

https://perryzhao.wordpress.com/2016/06/27/reviews-machine-learning-for-music-discovery-icml-2016-workshop-new-york-12-invited-talks

Reviews; Machine learning for music discovery; icml 2016 workshop, new york [1/2: invited talks]. Reviews; Machine learning for music discovery; icml 2016 workshop, new york [1/2: invited talks]. I attended this amazing workshop this year again, Machine learning for music discovery. At International conference on machine learning (ICML) 2016. The committee expected 3,000 attendees. ML4MD workshop was also rather packed, though the room was not large like deep learning workshop. 1,359 more words. You are ...

ko.linkedbigdata.com ko.linkedbigdata.com

링크드빅데이터: 8월 2016

http://ko.linkedbigdata.com/2016_08_01_archive.html

2016년 8월 18일 목요일. 2016년 8월 18일 링크. H2O (최적화한 HTTP/2 서버). 2] Wolfram: Data Summit. An Elementary Introduction to the Wolfram Language. Omega2 (와이파이가 내장된 $5 리눅스 컴퓨터, 킥스타터. Magenta (TensorFlow로 만든 음악과 예술). Skia (고성능 그래픽 라이브러리, Chrome과 Firefox에서 사용). 6] " Learn Python the Hard Way. 와 " Learn Ruby the Hard Way. Let'Swift 2016 컨퍼런스 발표자료. 관심가는 Safari Books 신간. Front-End Web Development: The Big Nerd Ranch Guide. Modular Programming with JavaScript. Asynchronous Android Programming - Second Edition.

technology.mrm-mccann.de technology.mrm-mccann.de

Uncategorized Archives | MRM//McCann Technology Blog

http://technology.mrm-mccann.de/blog/index.php/category/uncategorized

AI Duett – making music in a team with artificial intelligence. March 6, 2017. March 8, 2017. A new Google A.I. experiment is showing a very impressive way to use artificial intelligence and human creativity to make music together. Several technologies are used, including some tools from the TensorFlow. 8221; project, which has its focus on using machine learning to create compelling art and music. More information: aiexperiments.withgoogle.com. IBM releases new API for their Quantum Computing platform.

technology.mrm-mccann.de technology.mrm-mccann.de

Mark Hollering, Author at MRM//McCann Technology Blog

http://technology.mrm-mccann.de/blog/index.php/author/mark-holleringmrm-mccann-de

AI Duett – making music in a team with artificial intelligence. March 6, 2017. March 8, 2017. A new Google A.I. experiment is showing a very impressive way to use artificial intelligence and human creativity to make music together. Several technologies are used, including some tools from the TensorFlow. 8221; project, which has its focus on using machine learning to create compelling art and music. More information: aiexperiments.withgoogle.com. New Boston Dynamics wheeled robot unveiled. February 2, 2017.

ko.linkedbigdata.com ko.linkedbigdata.com

링크드빅데이터: 2016년 8월 18일 링크

http://ko.linkedbigdata.com/2016/08/2016-8-18.html

2016년 8월 18일 목요일. 2016년 8월 18일 링크. H2O (최적화한 HTTP/2 서버). 2] Wolfram: Data Summit. An Elementary Introduction to the Wolfram Language. Omega2 (와이파이가 내장된 $5 리눅스 컴퓨터, 킥스타터. Magenta (TensorFlow로 만든 음악과 예술). Skia (고성능 그래픽 라이브러리, Chrome과 Firefox에서 사용). 6] " Learn Python the Hard Way. 와 " Learn Ruby the Hard Way. Let'Swift 2016 컨퍼런스 발표자료. 관심가는 Safari Books 신간. Front-End Web Development: The Big Nerd Ranch Guide. Modular Programming with JavaScript. Asynchronous Android Programming - Second Edition.

createbuz.com createbuz.com

Machine Learning | CreateBuz.com

http://createbuz.com/category/machine-learning

Creativity, Innovation, Electronics, and Mathematics. Great Books (and links to articles). Lots of Links to Science and Technology Web Sites. Category Archives: Machine Learning. Convolutional Neural Networks got inspired from the way our human visual cortex works (human eye) and classifies images like dog, cat, man, women, car, jet, or computer. Best tutorial: Convolutional Neural Networks. Google’s TensorFlow neural networks. Visualizing and Understanding Deep Neural Networks. Deep Learning Reading List.

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Magenta

Make Music and Art Using Machine Learning. Magenta is a Google Brain project to ask and answer the questions, Can we use machine learning to create compelling art and music? If so, how? If not, why not? Our work is done in TensorFlow, and we regularly release our models and tools in open source. These are accompanied by demos, tutorial blog postings and technical papers. To follow our progress, watch our GitHub and join our discussion group. Magenta wins "Best Demo" at NIPS 2016! Dec 16, 2016. Nov 9, 2016.

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