公开(公告)号：US20210272571A1

公开(公告)日：2021-09-02

申请号：US17038135

申请日：2020-09-30

申请人： Medixin Inc.

发明人： Balarajan Balasubramaniam ,  Prasanth Subendran ,  Uthayasanker Thayasivam ,  Ketharan Suntharam ,  Sarangan Janakan ,  Kanthasamy Jathusan ,  Balakrishnan Sathiyakugan

IPC分类号： G10L15/26 ,  G10L15/16 ,  G10L15/02 ,  G16H80/00 ,  G16H10/60 ,  G06N3/08

摘要： A method of electronically documenting a conversation is provided. The method includes capturing audio of a conversation between a first speaker and a second speaker; generating conversation audio data from the captured audio; and segmenting the conversation audio data into a plurality of utterances according to a speaker segmentation technique. The method further includes, for each utterance: storing time data indicating the chronological position of the utterance in the conversation; passing the utterance to a neural network model, the neural network model configured to receive the utterance as an input and generate a feature representation of the utterance as an output; assigning the utterance feature representation to a first speaker cluster or a second speaker cluster according to a clustering technique; assigning a speaker identifier to the utterance based on the cluster assignment of the utterance; and generating a text representation of the utterance.

公开(公告)号：US11869032B2

公开(公告)日：2024-01-09

申请号：US17038107

申请日：2020-09-30

申请人： Medixin Inc.

发明人： Balarajan Balasubramaniam ,  Mohammadrasool Raeesi Nafchi

IPC分类号： G06Q30/02 ,  G06Q30/0238 ,  G06Q30/0234 ,  G06N3/08 ,  G06K7/14 ,  G06Q30/0207

CPC分类号： G06Q30/0238 ,  G06K7/1417 ,  G06N3/08 ,  G06Q30/0224 ,  G06Q30/0234

摘要： A computer system and method for offering coupons to a user is provided herein. The computer system includes a coupon offering server. The coupon offering server includes a shopping container image processor configured to detect a pre-purchase item in shopping container image data. The shopping container image processor includes an object detector module and a barcode detector module. The object detector module is configured to generate first detected item data, wherein the first detected item data includes an item detected in the shopping container image data using an object detection technique. The barcode detector module is configured to generate second detected item data, wherein the second detected item data includes an item detected in the shopping container image using a barcode detection technique. The computer system also includes a coupon matcher engine. The coupon matcher engine is configured to receive the first and second detected item data from the shopping container image processor and generate matched coupon data using the first and second detected item data.

公开(公告)号：US20240144314A1

公开(公告)日：2024-05-02

申请号：US18406896

申请日：2024-01-08

申请人： Medixin Inc.

发明人： Balarajan Balasubramaniam ,  Mohammadrasool Raeesi Nafchi

IPC分类号： G06Q30/0238 ,  G06K7/14 ,  G06N3/08 ,  G06Q30/0207 ,  G06Q30/0234

CPC分类号： G06Q30/0238 ,  G06K7/1417 ,  G06N3/08 ,  G06Q30/0224 ,  G06Q30/0234

摘要： A computer system and method for offering coupons to a user is provided herein. The computer system includes a coupon offering server. The coupon offering server includes a shopping container image processor configured to detect a pre-purchase item in shopping container image data. The shopping container image processor includes an object detector module and a barcode detector module. The object detector module is configured to generate first detected item data, wherein the first detected item data includes an item detected in the shopping container image data using an object detection technique. The barcode detector module is configured to generate second detected item data, wherein the second detected item data includes an item detected in the shopping container image using a barcode detection technique. The computer system also includes a coupon matcher engine. The coupon matcher engine is configured to receive the first and second detected item data from the shopping container image processor and generate matched coupon data using the first and second detected item data.

公开(公告)号：US11646032B2

公开(公告)日：2023-05-09

申请号：US17038135

申请日：2020-09-30

申请人： Medixin Inc.

发明人： Balarajan Balasubramaniam ,  Prasanth Subendran ,  Uthayasanker Thayasivam ,  Ketharan Suntharam ,  Sarangan Janakan ,  Kanthasamy Jathusan ,  Balakrishnan Sathiyakugan

IPC分类号： G10L15/26 ,  G10L15/16 ,  G06N3/08 ,  G16H80/00 ,  G16H10/60 ,  G10L15/02

CPC分类号： G10L15/26 ,  G06N3/08 ,  G10L15/02 ,  G10L15/16 ,  G16H10/60 ,  G16H80/00

摘要： A method of electronically documenting a conversation is provided. The method includes capturing audio of a conversation between a first speaker and a second speaker; generating conversation audio data from the captured audio; and segmenting the conversation audio data into a plurality of utterances according to a speaker segmentation technique. The method further includes, for each utterance: storing time data indicating the chronological position of the utterance in the conversation; passing the utterance to a neural network model, the neural network model configured to receive the utterance as an input and generate a feature representation of the utterance as an output; assigning the utterance feature representation to a first speaker cluster or a second speaker cluster according to a clustering technique; assigning a speaker identifier to the utterance based on the cluster assignment of the utterance; and generating a text representation of the utterance.

公开(公告)号：US20210097567A1

公开(公告)日：2021-04-01

申请号：US17038107

申请日：2020-09-30

申请人： Medixin Inc.

发明人： Balarajan Balasubramaniam ,  Mohammadrasool Raeesi Nafchi

IPC分类号： G06Q30/02 ,  G06K7/14 ,  G06N3/08

摘要： A computer system and method for offering coupons to a user is provided herein. The computer system includes a coupon offering server. The coupon offering server includes a shopping container image processor configured to detect a pre-purchase item in shopping container image data. The shopping container image processor includes an object detector module and a barcode detector module. The object detector module is configured to generate first detected item data, wherein the first detected item data includes an item detected in the shopping container image data using an object detection technique. The barcode detector module is configured to generate second detected item data, wherein the second detected item data includes an item detected in the shopping container image using a barcode detection technique. The computer system also includes a coupon matcher engine. The coupon matcher engine is configured to receive the first and second detected item data from the shopping container image processor and generate matched coupon data using the first and second detected item data.