ADAPTING PARAMETERS OF A CALL IN PROGRESS WITH A MODEL THAT PREDICTS CALL QUALITY

Patent №

US 9,558,451

Granted

2017-01-31

Filed 2014

Owner

MICROSOFT CORPORATION

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14199752

The disclosure relates to a communication client application for running on a user terminal to conduct calls over a network. The client is configured to access a model which models quality of user experience for calls based on a set of technical parameters of each call. The model itself is based on user feedback indicating subjective quality of multiple past calls as experienced by multiple users, modeled with respect to the technical parameters collected from each of the past calls. The model generates a predicted call quality score predicting the quality of user experience for the call given its technical parameters. Based on this process, one or more of the technical parameters of the call can be adapted to try to increase the quality experienced by the user.

Machine learningPlanningG06N 20/00G06N 5/048H04L 41/5025H04L 41/5067H04L 65/00H04L 65/1069H04L 65/61H04L 65/70+4 more

AI classification

Planning1.00
Machine learning0.99
AI hardware0.46
Speech0.33
Knowledge representation0.31
Natural language0.02
Vision0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 323770001

Assignors

NILSSON, MATTIAS, SAABAS, ANDO, VAFIN, RENAT, VAALGAMAA, MARKUS, DUMITRAS, ADRIANA, TAMME, TEELE, VESKI, ANDRE

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

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