公开(公告)号：US11166000B1

公开(公告)日：2021-11-02

申请号：US16180449

申请日：2018-11-05

Applicant: Google LLC

Inventor： David Ross ,  Hrishikesh Aradhye ,  Douglas Eck ,  Christopher Tim Althoff

IPC: H04N9/802 ,  G11B27/031 ,  G11B27/022 ,  G11B27/00 ,  G06F16/60 ,  G06F16/68 ,  G06F16/683

Abstract: A processor determines metadata associated with an audio track. The processor identifies categories that are related to the audio track based on the metadata. The processor determines rankings for the categories that are related to the audio track. The ranking is indicative of a relevance of a particular category to the audio track. The processor performs a query to identify visual media for one or more of ranked categories. The visual media is related to the audio track. The processor generates a visual presentation for the audio track by selecting at least some of the visual media to include in the visual presentation.

公开(公告)号：US20190332919A1

公开(公告)日：2019-10-31

申请号：US16504924

申请日：2019-07-08

Applicant: Google LLC

Inventor： Ron J. Weiss ,  Thang Minh Luong ,  Peter J. Liu ,  Colin Abraham Raffel ,  Douglas Eck

IPC: G06N3/04 ,  G06F17/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a target sequence including a respective output at each of multiple output time steps from respective encoded representations of inputs in an input sequence. The method includes, for each output time step, starting from the position, in the input order, of the encoded representation that was selected as a preceding context vector at a preceding output time step, traversing the encoded representations until an encoded representation is selected as a current context vector at the output time step. A decoder neural network processes the current context vector and a preceding output at the preceding output time step to generate a respective output score for each possible output and to update the hidden state of the decoder recurrent neural network. An output is selected for the output time step using the output scores.

公开(公告)号：US11080589B2

公开(公告)日：2021-08-03

申请号：US16504924

申请日：2019-07-08

Applicant: Google LLC

Inventor： Ron J. Weiss ,  Thang Minh Luong ,  Peter J. Liu ,  Colin Abraham Raffel ,  Douglas Eck

IPC: G06N3/04 ,  G06F17/16

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a target sequence including a respective output at each of multiple output time steps from respective encoded representations of inputs in an input sequence. The method includes, for each output time step, starting from the position, in the input order, of the encoded representation that was selected as a preceding context vector at a preceding output time step, traversing the encoded representations until an encoded representation is selected as a current context vector at the output time step. A decoder neural network processes the current context vector and a preceding output at the preceding output time step to generate a respective output score for each possible output and to update the hidden state of the decoder recurrent neural network. An output is selected for the output time step using the output scores.

公开(公告)号：US11461388B2

公开(公告)日：2022-10-04

申请号：US16105717

申请日：2018-08-20

Applicant: Google LLC

Inventor： Geremy A. Heitz, III ,  Adam Berenzweig ,  Jason E. Weston ,  Ron J. Weiss ,  Sally A. Goldman ,  Thomas Walters ,  Samy Bengio ,  Douglas Eck ,  Jay M. Ponte ,  Ryan M. Rifkin

IPC: G06F16/00 ,  G06F16/638 ,  G06F16/683

Abstract: Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.

公开(公告)号：US20180357312A1

公开(公告)日：2018-12-13

申请号：US16105717

申请日：2018-08-20

Applicant: Google LLC

Inventor： Geremy A. Heitz, III ,  Adam Berenzweig ,  Jason E. Weston ,  Ron J. Weiss ,  Sally A. Goldman ,  Thomas Walters ,  Samy Bengio ,  Douglas Eck ,  Jay M. Ponte ,  Ryan M. Rifkin

IPC: G06F17/30

CPC classification number: G06F17/30772 ,  G06F17/30743

Abstract: Generating a playlist may include designating a seed track in an audio library; identifying audio tracks in the audio library having constructs that are within a range of a corresponding construct of the seed track, where the constructs for the audio tracks are derived from frequency representations of the audio tracks, and the corresponding construct for the seed track is derived from a frequency representation of the seed track; and generating the playlist using at least some of the audio tracks that were identified.