METHOD AND APPARATUS FOR GENERATING A CUMULATIVE PERFORMANCE SCORE FOR A SALESPERSON
An apparatus for generating a cumulative performance score for a salesperson, and a memory storing instructions that, when executed by the processor, configure the apparatus to perform a method. The method includes receiving audio data for at least the sal esperson from a first event having multiple participants including a salesperson, extracting one or more of tonal information or text information from the audio data for the salesperson, and extracting therefrom, behavioral parameters for the salesperson for one or more time intervals during the first event. The behavioral parameters include two or more of empathy, stress, politeness, or hesitation. The method further includes determining a first performance score for the salesperson based on the behavioral parameters, and sending the first performance score for display.
1 . A computer implemented method for generating a cumulative performance score for a salesperson, the method comprising:
receiving, at an analytics server, for a first event having a first plurality of participants comprising a salesperson, audio data for at least the salesperson;
extracting, for the salesperson, at least one of tonal information or text information from the audio data;
extracting, from the at least one of the tonal information or the text information, behavioral parameters for the salesperson for a plurality of time intervals during the first event, wherein the behavioral parameters comprise at least two of empathy, stress, politeness, or hesitation;
determining, based on the behavioral parameters, a first performance score for the salesperson; and
sending the first performance score for display.
2 . The computer implemented method of claim 1 , wherein empathy, stress, politeness and hesitation is extracted from at least the tonal information.
3 . The computer implemented method of claim 1 , wherein the behavioral parameters additionally comprise talk speed of the salesperson, or talk ratio of the salesperson with respect to one or more of the plurality of first participants.
4 . The computer implemented method of claim 1 , further comprising:
receiving video data for the salesperson;
extracting vision information from the video data;
extracting, from the vision information, behavioral parameters comprising at least one of a frown, a smile, a head nod, a head tilt, a blink, drowsiness, or looking away; and
determining, based on the behavioral parameters extracted from the at least one of tonal information, text information or vision information, the first performance score.
5 . The computer implemented method of claim 1 , further comprising determining a second performance score for the salesperson for a second event comprising a second plurality of participants comprising the salesperson.
6 . The computer implemented method of claim 5 , further comprising combining the first performance score and the second performance score to generate a cumulative performance score (CPS) for the salesperson.
7 . The computer implemented method of claim 1 , wherein the plurality of time intervals comprise the entire first event.
8 . A computing apparatus comprising:
a processor; and
a memory storing instructions that, when executed by the processor, configure the apparatus to:
receive, at an analytics server, for a first event having a first plurality of participants comprising a salesperson, audio data for at least the salesperson;
extract, for the salesperson, at least one of tonal information or text information from the audio data;
extract, from the at least one of the tonal information or the text information, behavioral parameters for the salesperson for a plurality of time intervals during the first event, wherein the behavioral parameters comprise at least two of empathy, stress, politeness, or hesitation;
determine, based on the behavioral parameters, a first performance score for the salesperson; and
send the first performance score for display.
9 . The computing apparatus of claim 8 , wherein empathy, stress, politeness and hesitation is extracted from at least the tonal information.
10 . The computing apparatus of claim 8 , wherein the behavioral parameters additionally comprise talk speed of the salesperson, or talk ratio of the salesperson with respect to one or more of the plurality of first participants.
11 . The computing apparatus of claim 8 , wherein the instructions further configure the apparatus to:
receive video data for the salesperson;
extract vision information from the video data;
extract, from the vision information, behavioral parameters comprising at least one of a frown, a smile, a head nod, a head tilt, a blink, drowsiness, or looking away; and
determine, based on the behavioral parameters extracted from the at least one of tonal information, text information or vision information, the first performance score.
12 . A computing apparatus of claim 8 , wherein the instructions further configure the apparatus to to determine a second performance score for the salesperson for a second event comprising a second plurality of participants comprising the salesperson.
13 . The computing apparatus of claim 12 , wherein the instructions further configure the apparatus to combine the first performance score and the second performance score to generate a cumulative performance score (CPS) for the salesperson.
14 . The computing apparatus of claim 8 , wherein the plurality of time intervals comprise the entire first event.
15 . A non-transitory computer-readable storage medium, the computer-readable storage medium including instructions that when executed by a computer, cause the computer to:
receive, at an analytics server, for a first event having a first plurality of participants comprising a salesperson, audio data for at least the salesperson;
extract, for the salesperson, at least one of tonal information or text information from the audio data;
extract, from the at least one of the tonal information or the text information, behavioral parameters for the salesperson for a plurality of time intervals during the first event, wherein the behavioral parameters comprise at least two of empathy, stress, politeness, or hesitation;
determine, based on the behavioral parameters, a first performance score for the salesperson; and
send the first performance score for display.
16 . The computer-readable storage medium of claim 15 , wherein empathy, stress, politeness and hesitation is extracted from at least the tonal information.
17 . The computer-readable storage medium of claim 15 , wherein the behavioral parameters additionally comprise talk speed of the salesperson, or talk ratio of the salesperson with respect to one or more of the plurality of first participants.
18 . The computer-readable storage medium of claim 15 , wherein the instructions further cause the computer to:
receive video data for the salesperson;
extract vision information from the video data;
extract, from the vision information, behavioral parameters comprising at least one of a frown, a smile, a head nod, a head tilt, a blink, drowsiness, or looking away; and
determine, based on the behavioral parameters extracted from the at least one of tonal information, text information or vision information, the first performance score.
19 . A non-transitory computer-readable storage medium, the computer-readable storage medium including instructions that when executed by a computer, cause the computer to the salesperson.
20 . The computer-readable storage medium of claim 19 , wherein the instructions further configure the computer to combine the first performance score and the second performance score to generate a cumulative performance score (CPS) for the salesperson.