公开(公告)号：US20220038534A1

公开(公告)日：2022-02-03

申请号：US16944737

申请日：2020-07-31

Applicant: Verizon Patent and Licensing Inc.

Inventor： Rohit Shirish Saraf ,  Bhumip Khasnabish ,  John Aceron

IPC: H04L29/08 ,  G06N3/08 ,  G06N3/04 ,  G06K9/62

Abstract: Systems and methods described herein perform computer vision (CV) model training in a distributed edge network. Regional Multi-access Edge Compute (MEC) clusters are provided with a local copy of a CV model and a local synthetic training data generator. A MEC cluster receives client data requiring computer vision and applies the local copy of the CV model to the client data. The MEC cluster detects an exception to the local copy of the CV model and generates local synthetic training data for the exception. The MEC cluster updates, based on the local synthetic training data, the local copy of the CV model to form an updated local CV model. The MEC cluster sends the local synthetic training data and the updated local CV model to a central network. The central network uses the local synthetic training data to update a master CV model and any other interconnected CV models.

公开(公告)号：US11463517B2

公开(公告)日：2022-10-04

申请号：US16944737

申请日：2020-07-31

Applicant: Verizon Patent and Licensing Inc.

Inventor： Rohit Shirish Saraf ,  Bhumip Khasnabish ,  John Aceron

IPC: H04L67/1095 ,  G06N3/08 ,  G06K9/62 ,  G06N3/04 ,  H04L67/00

Abstract: Systems and methods described herein perform computer vision (CV) model training in a distributed edge network. Regional Multi-access Edge Compute (MEC) clusters are provided with a local copy of a CV model and a local synthetic training data generator. A MEC cluster receives client data requiring computer vision and applies the local copy of the CV model to the client data. The MEC cluster detects an exception to the local copy of the CV model and generates local synthetic training data for the exception. The MEC cluster updates, based on the local synthetic training data, the local copy of the CV model to form an updated local CV model. The MEC cluster sends the local synthetic training data and the updated local CV model to a central network. The central network uses the local synthetic training data to update a master CV model and any other interconnected CV models.

公开(公告)号：US20230318864A1

公开(公告)日：2023-10-05

申请号：US18333593

申请日：2023-06-13

Applicant: Verizon Patent and Licensing Inc.

Inventor： John Aceron ,  Rohit Shirish Saraf ,  Andrew Philip Genualdi

IPC: H04L12/18 ,  H04M3/56

CPC classification number: H04L12/1827 ,  H04M3/568 ,  H04M3/567 ,  H04L12/1831

Abstract: Embodiments described herein provide for the dynamic adjustment of traffic associated with audiovisual conferences or other types of communication sessions in situations where a network connection of one or more conference participants exhibits issues that may affect audio and/or video quality. The adjustment may include the determination at a particular conference participant (e.g., a particular User Equipment (“UE”)) of degraded network conditions, the generation of condensed conference information at the UE, and the outputting of the condensed conference information via the network. The condensed conference information may be included in control signaling. The condensed conference information may be used to generate reconstructed conference information, which may be distributed to other conference participants.

公开(公告)号：US11652857B2

公开(公告)日：2023-05-16

申请号：US17117274

申请日：2020-12-10

Applicant: Verizon Patent and Licensing Inc.

Inventor： John Aceron ,  Rohit Shirish Saraf ,  Bhumip Khasnabish ,  Serhad Doken

IPC: H04L65/403 ,  G06F3/04842 ,  G06F3/16 ,  H04N7/15

CPC classification number: H04L65/403 ,  G06F3/04842 ,  G06F3/165 ,  H04N7/15

Abstract: Disclosed are systems and methods for improving interactions with and between computers in content providing, streaming and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel conference framework that automatically determines and prioritizes speaker allocation within a conference in order to remedy and/or avoid conflicts between speakers so that a clear and decisive dialog can occur. The disclosed conference framework balances a determined weighting factor and queue management ranking of the conference to provide a prioritized speaker queue that enables all participants to speak without conflict or interruption. The disclosed systems and methods enable a prioritized, conflict-resolution based conferencing environment where orderly conferencing can occur while maintaining each participants rights to participate accordingly.

公开(公告)号：US11716214B2

公开(公告)日：2023-08-01

申请号：US17378984

申请日：2021-07-19

Applicant: Verizon Patent and Licensing Inc.

Inventor： John Aceron ,  Rohit Shirish Saraf ,  Andrew Philip Genualdi

IPC: H04L12/18 ,  H04M3/56

CPC classification number: H04L12/1827 ,  H04L12/1831 ,  H04M3/567 ,  H04M3/568

Abstract: Embodiments described herein provide for the dynamic adjustment of traffic associated with audiovisual conferences or other types of communication sessions in situations where a network connection of one or more conference participants exhibits issues that may affect audio and/or video quality. The adjustment may include the determination at a particular conference participant (e.g., a particular User Equipment (“UE”)) of degraded network conditions, the generation of condensed conference information at the UE, and the outputting of the condensed conference information via the network. The condensed conference information may be included in control signaling. The condensed conference information may be used to generate reconstructed conference information, which may be distributed to other conference participants.

公开(公告)号：US20230013881A1

公开(公告)日：2023-01-19

申请号：US17378984

申请日：2021-07-19

Applicant: Verizon Patent and Licensing Inc.

Inventor： John Aceron ,  Rohit Shirish Saraf ,  Andrew Philip Genualdi

IPC: H04L12/18 ,  H04M3/56

Abstract: Embodiments described herein provide for the dynamic adjustment of traffic associated with audiovisual conferences or other types of communication sessions in situations where a network connection of one or more conference participants exhibits issues that may affect audio and/or video quality. The adjustment may include the determination at a particular conference participant (e.g., a particular User Equipment (“UE”)) of degraded network conditions, the generation of condensed conference information at the UE, and the outputting of the condensed conference information via the network. The condensed conference information may be included in control signaling. The condensed conference information may be used to generate reconstructed conference information, which may be distributed to other conference participants.