SYSTEMS AND METHODS FOR RAPID ANALYSIS OF CALL AUDIO DATA USING A STREAM-PROCESSING PLATFORM

Patent №

US 11,522,993

Granted

2022-12-06

Filed 2020

Owner

MARCHEX, INC.

Lab

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17128692

A call analytics system and associated methods that can be used to rapidly analyze call data and provide conversational insights. The call analytics system receives audio call data of a phone call between a customer and an agent of a business, and converts the call data into one or more messages for handling by a distributed stream-processing platform. In some embodiments, the stream-processing platform is the Apache Kafka platform. The distributed platform processes the messages and communicates with various software modules to generate a variety of conversational insights. When processed by a stream-processing platform, certain analyses can occur in parallel which allows conversational insights to be provided to the businesses shortly (e.g., within seconds) after the call data is received.

Machine learningNatural languageSpeechPlanningAI hardwareH04M 3/2218G06N 20/00G06Q 10/06398G06Q 10/10G06Q 30/016G06Q 30/0201G10L 15/083G10L 15/26+9 more

AI classification

Speech1.00
Planning1.00
Natural language1.00
Machine learning0.99
AI hardware0.87
Knowledge representation0.41
Evolutionary computation0.04
Vision0.00

Ownership

MARCHEX, INC.

assignment · 548870865

Assignors

LI, WILLIAM, KUNUGIYAMA, MICHAEL

On an employer assignment, the assignors are typically the inventors.

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