Artwork

内容由Keizo Akutagawa and Start by Keizo Akutagawa提供。所有播客内容(包括剧集、图形和播客描述)均由 Keizo Akutagawa and Start by Keizo Akutagawa 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
Player FM -播客应用
使用Player FM应用程序离线!

AI Beatles Michelle RNN for only melody line

2:44
 
分享
 

Manage episode 281298138 series 1122024
内容由Keizo Akutagawa and Start by Keizo Akutagawa提供。所有播客内容(包括剧集、图形和播客描述)均由 Keizo Akutagawa and Start by Keizo Akutagawa 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
This melody line playing on the piano was composed by AI with deep learning algorithm which used standalone Keras with a Tensorflow 1.14 backend. It was trained by Beatles song "Michelle" MIDI notes divided into 12 bars and played with "Michelle" accompaniment on LogicPro X. Using the method of extracting the characteristics of the composer by calculating the probability distribution of the pitch and length of the note that comes after each note. The official code repository for examples in the O'Reilly book 'Generative Deep Learning' https://learning.oreilly.com/library/view/generative-deep-learning/9781492041931/ https://www.amazon.com/Generative-Deep-Learning-Teaching-Machines/dp/1492041947/ref=sr_1_1
  continue reading

123集单集

Artwork
icon分享
 
Manage episode 281298138 series 1122024
内容由Keizo Akutagawa and Start by Keizo Akutagawa提供。所有播客内容(包括剧集、图形和播客描述)均由 Keizo Akutagawa and Start by Keizo Akutagawa 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
This melody line playing on the piano was composed by AI with deep learning algorithm which used standalone Keras with a Tensorflow 1.14 backend. It was trained by Beatles song "Michelle" MIDI notes divided into 12 bars and played with "Michelle" accompaniment on LogicPro X. Using the method of extracting the characteristics of the composer by calculating the probability distribution of the pitch and length of the note that comes after each note. The official code repository for examples in the O'Reilly book 'Generative Deep Learning' https://learning.oreilly.com/library/view/generative-deep-learning/9781492041931/ https://www.amazon.com/Generative-Deep-Learning-Teaching-Machines/dp/1492041947/ref=sr_1_1
  continue reading

123集单集

所有剧集

×
 
Loading …

欢迎使用Player FM

Player FM正在网上搜索高质量的播客,以便您现在享受。它是最好的播客应用程序,适用于安卓、iPhone和网络。注册以跨设备同步订阅。

 

快速参考指南