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.
AI classification
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.