Aparna Kumar

US Patent:

20220301572, Sep 22, 2022

Filed:

Apr 12, 2022

Appl. No.:

17/719250

Inventors:

- Stockholm, SE
Aparna KUMAR - New York NY, US

International Classification:

G10L 19/22
G10L 25/30
G06F 16/48
G06N 3/04
G10L 25/51

Abstract:

A computer extracts a vocal portion from a first audio content item and determines a first representative vector that corresponds to a vocal style of the first audio content item by applying a variational autoencoder (VAE) to the extracted vocal portion of the representation of the audio content item. The computer streams, to an electronic device, a second audio content item, selected from a plurality of audio content items, that has a second representative vector that corresponds to a vocal style of the second audio content item, wherein the second representative vector that corresponds the vocal style of the second audio content item meets similarity criteria with respect to the first representative vector that corresponds to the vocal style of the first audio content item.

US Patent:

20200394213, Dec 17, 2020

Filed:

Jun 12, 2019

Appl. No.:

16/439626

Inventors:

- Stockholm, SE
Aparna KUMAR - New York NY, US

International Classification:

G06F 16/438
G06F 16/65
G06K 9/62
G06K 9/00
G06F 16/68
G06F 16/906
G06F 16/908
G06N 3/08
G06F 16/632

Abstract:

Systems, methods, and computer program products for associating a media content clip(s) with other media content clip(s) having a different modality by determining first embedding vectors of media content items of a first modality, receiving a media content clip of a second modality, determining a second embedding vector of the media content clip of the second modality, ranking the first embedding vectors based on a distance between the embedding vectors and the second embedding vector, and selecting one or more of the media content items of the first modality based on the ranking, thereby pairing media content clips based on emotion.

US Patent:

20200372924, Nov 26, 2020

Filed:

May 21, 2020

Appl. No.:

16/880908

Inventors:

- Stockholm, SE
Aparna KUMAR - New York NY, US

International Classification:

G10L 19/22
G10L 25/30
G10L 25/51
G06N 3/04
G06F 16/48

Abstract:

A computer receives a first audio content item and applies a process to generate a representation of first audio content item. A portion is extracted from the representation of the first audio content item. A first representative vector that corresponds to the first audio content item is determined by applying a variational autoencoder (VAE) to a first segment of the extracted portion the audio content item. The computer stores the first representative vector that corresponds to the first audio content item.