METHOD FOR SYSTEM COMBINATION IN AN AUDIO ANALYTICS APPLICATION

Patent №

US 10,089,977

Granted

2018-10-02

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14793089

Exemplary embodiments of the present invention provide a method of system combination in an audio analytics application including providing a plurality of language identification systems in which each of the language identification systems includes a plurality of probabilities. Each probability is associated with the system's ability to detect a particular language. The method of system combination in the audio analytics application includes receiving data at the language identification systems. The received data is different from data used to train the language identification systems. A confidence measure is determined for each of the language identification systems. The confidence measure identifies which language its system predicts for the received data and combining the language identification systems according to the confidence measures.

AI classification

Speech1.00
Machine learning1.00
Natural language1.00
AI hardware1.00
Knowledge representation1.00
Vision0.96
Planning0.05
Evolutionary computation0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 360100236

Assignors

GANAPATHY, SRIRAM, OMAR, MOHAMED K., WARD, ROBERT

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

From the same owner

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