公开(公告)号：US10572447B2

公开(公告)日：2020-02-25

申请号：US15081654

申请日：2016-03-25

Applicant: Nokia Technologies Oy

Inventor： Mikko Honkala ,  Leo Mikko Johannes Kärkkäinen ,  Akos Vetek ,  Mathias Berglund

IPC: G06N3/04 ,  G06F16/14

Abstract: Methods and apparatus, including computer program products, are provided for receiving, at a bidirectional recurrent neural network, a music file preprocessed to include at least one token data inserted within at least one location in the music file in order to enable varying the music file; generating, by the bidirectional recurrent neural network, an output music file, wherein the bidirectional recurrent neural network generates music data to replace the at least one token data; and providing, by the bidirectional recurrent neural network, the output music file representing a varied version of the music file. Related apparatus, systems, methods, and articles are also described.

公开(公告)号：US20160314392A1

公开(公告)日：2016-10-27

申请号：US15081654

申请日：2016-03-25

Applicant: Nokia Technologies Oy

Inventor： Mikko Honkala ,  Leo Mikko Johannes Kärkkäinen ,  Akos Vetek ,  Mathias Berglund

IPC: G06N3/08 ,  G06F17/30 ,  G06N3/04

Abstract: Methods and apparatus, including computer program products, are provided for receiving, at a bidirectional recurrent neural network, a music file preprocessed to include at least one token data inserted within at least one location in the music file in order to enable varying the music file; generating, by the bidirectional recurrent neural network, an output music file, wherein the bidirectional recurrent neural network generates music data to replace the at least one token data; and providing, by the bidirectional recurrent neural network, the output music file representing a varied version of the music file. Related apparatus, systems, methods, and articles are also described.

Abstract translation: 提供了包括计算机程序产品的方法和装置，用于在双向循环神经网络处接收预处理以包括插入在音乐文件中的至少一个位置中的至少一个令牌数据的音乐文件，以便能够改变音乐文件 ; 通过所述双向循环神经网络生成输出音乐文件，其中所述双向循环神经网络生成音乐数据以替换所述至少一个令牌数据; 并且通过双向循环神经网络提供表示音乐文件的不同版本的输出音乐文件。 还描述了相关装置，系统，方法和制品。