公开(公告)号：US11461649B2

公开(公告)日：2022-10-04

申请号：US16823538

申请日：2020-03-19

Applicant: Adobe Inc.

Inventor： Jongpil Lee ,  Nicholas J. Bryan ,  Justin J. Salamon ,  Zeyu Jin

IPC: G06N3/08 ,  G10H1/00 ,  G10L25/51

Abstract: In implementations of searching for music, a music search system can receive a music search request that includes a music file including music content. The music search system can also receive a selected musical attribute from a plurality of musical attributes. The music search system includes a music search application that can generate musical features of the music content, where a respective one or more of the musical features correspond to a respective one of the musical attributes. The music search application can then compare the musical features that correspond to the selected musical attribute to audio features of audio files, and determine similar audio files to the music file based on the comparison of the musical features to the audio features of the audio files.

公开(公告)号：US11636342B2

公开(公告)日：2023-04-25

申请号：US17959011

申请日：2022-10-03

Applicant: Adobe Inc.

Inventor： Jongpil Lee ,  Nicholas J. Bryan ,  Justin J. Salamon ,  Zeyu Jin

IPC: G06N3/08 ,  G10H1/00 ,  G10L25/51

Abstract: In implementations of searching for music, a music search system can receive a music search request that includes a music file including music content. The music search system can also receive a selected musical attribute from a plurality of musical attributes. The music search system includes a music search application that can generate musical features of the music content, where a respective one or more of the musical features correspond to a respective one of the musical attributes. The music search application can then compare the musical features that correspond to the selected musical attribute to audio features of audio files, and determine similar audio files to the music file based on the comparison of the musical features to the audio features of the audio files.

公开(公告)号：US20230097356A1

公开(公告)日：2023-03-30

申请号：US17959011

申请日：2022-10-03

Applicant: Adobe Inc.

Inventor： Jongpil Lee ,  Nicholas J. Bryan ,  Justin J. Salamon ,  Zeyu Jin

IPC: G06N3/08 ,  G10H1/00

Abstract: In implementations of searching for music, a music search system can receive a music search request that includes a music file including music content. The music search system can also receive a selected musical attribute from a plurality of musical attributes. The music search system includes a music search application that can generate musical features of the music content, where a respective one or more of the musical features correspond to a respective one of the musical attributes. The music search application can then compare the musical features that correspond to the selected musical attribute to audio features of audio files, and determine similar audio files to the music file based on the comparison of the musical features to the audio features of the audio files.

公开(公告)号：US11900902B2

公开(公告)日：2024-02-13

申请号：US17228357

申请日：2021-04-12

Applicant: Adobe Inc.

Inventor： Marco Antonio Martinez Ramirez ,  Nicholas J. Bryan ,  Oliver Wang ,  Paris Smaragdis

IPC: G10H1/00 ,  H04R5/04 ,  G06N3/084 ,  H03G5/02 ,  H03G3/32

CPC classification number: G10H1/0008 ,  G06N3/084 ,  H03G3/32 ,  H03G5/025 ,  H04R5/04 ,  G10H2250/165

Abstract: Embodiments are disclosed for determining an answer to a query associated with a graphical representation of data. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving an input including an unprocessed audio sequence and a request to perform an audio signal processing effect on the unprocessed audio sequence. The one or more embodiments further include analyzing, by a deep encoder, the unprocessed audio sequence to determine parameters for processing the unprocessed audio sequence. The one or more embodiments further include sending the unprocessed audio sequence and the parameters to one or more audio signal processing effects plugins to perform the requested audio signal processing effect using the parameters and outputting a processed audio sequence after processing of the unprocessed audio sequence using the parameters of the one or more audio signal processing effects plugins.

公开(公告)号：US11501102B2

公开(公告)日：2022-11-15

申请号：US16691205

申请日：2019-11-21

Applicant: Adobe Inc.

Inventor： Justin Salamon ,  Yu Wang ,  Nicholas J. Bryan

IPC: G06K9/62 ,  G06N3/08 ,  G06N3/04 ,  G06F7/78 ,  G06F17/16 ,  G06F16/68 ,  G06N3/02

Abstract: Certain embodiments involve techniques for automatically identifying sounds in an audio recording that match a selected sound. An audio search and editing system receives the audio recording and preprocesses the audio recording into audio portions. The audio portions are provided as a query to the neural network that includes a trained embedding model used to analyze the audio portions in view of the selected sound to estimate feature vectors. The audio search and editing system compares the feature vectors for the audio portions against the feature vector for the selected sound and the feature vector for the negative samples to generate an audio score that is a numerical representation of the level of similarity between the audio portion and the selected sound and uses the audio scores to classify the audio portions into a first class of matching sounds and a second class of non-matching sounds.

公开(公告)号：US20210294840A1

公开(公告)日：2021-09-23

申请号：US16823538

申请日：2020-03-19

Applicant: Adobe Inc.

Inventor： Jongpil Lee ,  Nicholas J. Bryan ,  Justin J. Salamon ,  Zeyu Jin

IPC: G06F16/635 ,  G10L25/51 ,  G10H1/00 ,  G06F16/683 ,  G06F16/2457 ,  G06N3/08

Abstract: In implementations of searching for music, a music search system can receive a music search request that includes a music file including music content. The music search system can also receive a selected musical attribute from a plurality of musical attributes. The music search system includes a music search application that can generate musical features of the music content, where a respective one or more of the musical features correspond to a respective one of the musical attributes. The music search application can then compare the musical features that correspond to the selected musical attribute to audio features of audio files, and determine similar audio files to the music file based on the comparison of the musical features to the audio features of the audio files.

公开(公告)号：US20210158086A1

公开(公告)日：2021-05-27

申请号：US16691205

申请日：2019-11-21

Applicant: Adobe Inc.

Inventor： Justin Salamon ,  Yu Wang ,  Nicholas J. Bryan

IPC: G06K9/62 ,  G06N3/02 ,  G06F16/68

Abstract: Certain embodiments involve techniques for automatically identifying sounds in an audio recording that match a selected sound. An audio search and editing system receives the audio recording and preprocesses the audio recording into audio portions. The audio portions are provided as a query to the neural network that includes a trained embedding model used to analyze the audio portions in view of the selected sound to estimate feature vectors. The audio search and editing system compares the feature vectors for the audio portions against the feature vector for the selected sound and the feature vector for the negative samples to generate an audio score that is a numerical representation of the level of similarity between the audio portion and the selected sound and uses the audio scores to classify the audio portions into a first class of matching sounds and a second class of non-matching sounds.