Systems And Methods For Sensing Emotion In Voice Signals And Dynamically Changing Suggestions In A Call Center

Patent №

US 11,349,989

Granted

2022-05-31

Filed 2019

Owner

GENPACT LUXEMBOURG S.À R.L

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16291740

Systems and methods for sensing emotion in voice signals and dynamically changing suggestions in a call center are disclosed. According to one embodiment, a computer-implemented method comprises receiving a call from a customer at a call center. A sample of the call is recorded and the Mel-Frequency Cepstral coefficient is extracted from the sample. A machine learning model predicts an emotion of the customer and generates a confidence score for the emotion. A script of a call center agent is modified based on the emotion and the confidence score.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG10L 25/63H04M 3/5175G06N 3/0499G06N 3/08G06N 3/09G06N 5/01G06N 20/00G06N 20/20+4 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.09
Evolutionary computation0.00

Ownership

GENPACT LUXEMBOURG S.À R.L

assignment · 489380992

Assignors

BHASKAR, KAUSHIK, MURALI, KASHYAP COIMBATORE

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

From the same owner

© 2026 NYSGPT2525 LLC