Computer-implemented system and method for providing recommendations regarding hiring agents in an automated call center environment based on user traits
View Patent ↗A computer-implemented system and method for providing recommendations for hiring agents within a call center environment is provided. A list of candidates for hire as agents within a call center is maintained. A voice recording from each of the candidates is analyzed by measuring voice characteristics within the voice recording and by calculating a score for the voice recording based on the measured voice characteristics. A threshold is applied to the voice recording score. One or more of the candidates on the list of candidates for hire is retained when the voice recording score for that candidate satisfies the threshold. One or more of the candidates from the list is removed when the voice recording score for that candidate fails to satisfy the threshold.
1. A system for providing recommendations for hiring agents within a call center environment, comprising:
a list of candidates for hire as agents within a call center;
a voice assessor to analyze a voice recording from each of the candidates by measuring voice characteristics within the voice recording and calculating a score for the voice recording based on the measured voice characteristics;
a comparison module to compare the voice recording to a voice model;
a modifier to increase the voice recording score when the recording substantially resembles the voice model;
a threshold module to apply a threshold to the increased voice recording score; and
a recommendation module to retain one or more of the candidates on the list of candidates for hire when the voice recording score for that candidate satisfies the threshold and to remove one or more of the candidates from the list when the voice recording score for that candidate fails to satisfy the threshold.
2. A system according to claim 1 , further comprising:
a recorder to obtain the voice recording by providing at least one text passage to each candidate and by receiving a voice sample from that candidate based on the text passage as the voice recording.
3. A system according to claim 1 , further comprising:
an override module to receive an override by a user associated with the call center comprising at least one of removing one or more of the candidates from the list of candidates and retaining the one or more candidates on the list of candidates.
4. A system according to claim 1 , further comprising:
an adjustment module to adjust the threshold based on a need for the agents by the call center.
5. A system according to claim 1 , wherein the threshold is adjusted based on one of lowering the threshold when the need for the agents is high and raising the threshold when the need for the agents is low.
6. A system according to claim 1 , further comprising:
a comparison module to compare the voice recording for at least one of the candidates to a voice model for speech associated with a particular community, wherein the voice model is generated from voice samples of one or more individuals from the community;
a determination module to determine whether speech from the voice recording matches the speech of the community; and
the recommendation module to retain the candidate on the list of candidates when the speech matches.
7. A system according to claim 1 , further comprising:
a prompt module to provide one or more text prompts to each of the candidates, wherein each text prompt can be provided one or more times and to receive the voice recording in response to the text prompt.
8. A system according to claim 1 , further comprising:
a presentation module to present the voice recording scores for at least one of the candidates and the measured voice characteristics with the voice recording to a user associated with the call center.
9. A system according to claim 1 , further comprising:
a hiring module to automatically make hiring decisions for the call center based on the voice recording score.
10. A system according to claim 1 , wherein the voice characteristics comprise at least one of pronunciation of a script, ability to recite the text of the script, and speed of speech.
11. A method for providing recommendations for hiring agents within a call center environment, comprising steps of:
maintaining a list of candidates for hire as agents within a call center;
analyzing a voice recording from each of the candidates, comprising:
measuring voice characteristics within the voice recording; and
calculating a score for the voice recording based on the measured voice characteristics;
comparing the voice recording to a voice model;
increasing the voice recording score when the recording substantially resembles the voice model;
applying a threshold to the increased voice recording score;
retaining one or more of the candidates on the list of candidates for hire when the voice recording score for that candidate satisfies the threshold; and
removing one or more of the candidates from the list when the voice recording score for that candidate fails to satisfy the threshhold;
wherein the steps are performed by a suitably programmed computer.
12. A method according to claim 11 , further comprising:
obtaining the voice recording, comprising:
providing at least one text passage to each candidate; and
receiving a voice sample from that candidate based on the text passage as the voice recording.
13. A method according to claim 11 , further comprising:
receiving an override by a user associated with the call center comprising at least one of removing one or more of the candidates from the list of candidates and retaining the one or more candidates on the list of candidates.
14. A method according to claim 11 , further comprising:
adjusting the threshold based on a need for the agents by the call center.
15. A method according to claim 11 , wherein the threshold is adjusted based on one of lowering the threshold when the need for the agents is high and raising the threshold when the need for the agents is low.
16. A method according to claim 11 , further comprising:
comparing the voice recording for at least one of the candidates to a voice model for speech associated with a particular community, wherein the voice model is generated from voice samples of one or more individuals from the community;
determining whether speech from the voice recording matches the speech of the community; and
retaining the candidate on the list of candidates when the speech matches.
17. A method according to claim 11 , further comprising:
providing one or more text prompts to each of the candidates, wherein each text prompt can be provided one or more times; and
receiving the voice recording in response to the text prompt.
18. A method according to claim 11 , further comprising:
presenting the voice recording scores for at least one of the candidates and the measured voice characteristics with the voice recording to a user associated with the call center.
19. A method according to claim 11 , further comprising:
automatically making hiring decisions for the call center based on the voice recording score.
20. A method according to claim 11 , wherein the voice characteristics comprise at least one of pronunciation of a script, ability to recite the text of the script, and speed of speech.