System and method for customized voice response
Disclosed herein are systems, methods, and non-transitory computer-readable storage media for approximating an accent source. A system practicing the method collects data associated with customer specific services, generates country-specific or dialect-specific weights for each service in the customer specific services list, generates a summary weight based on an aggregation of the country-specific or dialect-specific weights, and sets an interactive voice response system language model based on the summary weight and the country-specific or dialect-specific weights. The interactive voice response system can also change the user interface based on the interactive voice response system language model. The interactive voice response system can tune a voice recognition algorithm based on the summary weight and the country-specific weights. The interactive voice response system can adjust phoneme matching in the language model based on a possibility that the speaker is using other languages.
1. A method comprising:
collecting a user-specific services list associated with a user about to use an interactive voice response system, wherein the user-specific services list identifies a plurality of services, and wherein at least two of the plurality of services are selected from a television service, a phone service, an Internet service, and a mobile device service;
analyzing how the user interacts with each service in the user-specific services list, to yield user behavior patterns, wherein each user behavior pattern comprises dialect information associated with the user;
for each service in the user-specific services list, generating country-specific weights according to the dialect information in each user behavior pattern;
selecting, using an aggregation of the country-specific weights and based at least in part on the dialect information of each user behavior pattern, an interactive voice response system language model; and
recognizing speech received from the user via the interactive voice response system using the interactive voice response system language model.
2. The method of claim 1 , wherein the interactive voice response system changes a user interface using the interactive voice response system language model.
3. The method of claim 1 , wherein the interactive voice response system selects language options for a splash screen using the country-specific weights.
4. The method of claim 1 , wherein the interactive voice response system tunes a voice recognition algorithm using the country-specific weights.
5. The method of claim 1 , wherein the interactive voice response system adjusts phoneme matching in the interactive voice response system language model using a possibility that the user is using other languages using the country-specific weights.
6. The method of claim 1 , wherein the interactive voice response system tracks, while recognizing speech from the user, a number of times the user repeats speech input.
7. The method of claim 1 , wherein data associated with the user-specific services list comprises one of a phone record, an internet services record, a television service record, a mobile device record, and location information.
8. The method of claim 7 , wherein the internet services record comprises one of a user requested top level domain, a web page language encoding, a browsing history, and a viewed web page content.
9. The method of claim 7 , wherein the television service record comprises one of a viewing history, a time of channel changes, a content of viewed channels, a digital video recorder recording history, scheduled shows for recording, and a viewing location.
10. A system comprising:
a processor; and
a computer-readable storage device having instructions stored which, when executed by the processor, result in the processor performing operations comprising:
collecting a user-specific services list associated with a user about to use an interactive voice response system, wherein the user-specific services list identifies a plurality of services, and wherein at least two of the plurality of services are selected from a television service, a phone service, an Internet service, and a mobile device service;
analyzing how the user interacts with each service in the user-specific services list, to yield user behavior patterns, wherein each user behavior pattern comprises dialect information associated with the user;
for each service in the user-specific services list, generating country-specific weights according to the dialect information in each user behavior pattern;
selecting, using an aggregation of the country-specific weights and based at least in part on the dialect information of each user behavior pattern, an interactive voice response system language model; and
recognizing speech received from the user via the interactive voice response system using the interactive voice response system language model.
11. The system of claim 10 , wherein the interactive voice response system changes a user interface using the interactive voice response system language model.
12. The system of claim 10 , wherein the interactive voice response system selects language options for a splash screen using the country-specific weights.
13. The system of claim 10 , wherein the interactive voice response system tunes a voice recognition algorithm using the country-specific weights.
14. The system of claim 10 , wherein the interactive voice response system adjusts phoneme matching in the interactive voice response system language model using a possibility that the user is using other languages using the country-specific weights.
15. The system of claim 10 , wherein the interactive voice response system tracks, while recognizing speech from the user, a number of times the user repeats speech input.
16. The system of claim 10 , wherein data associated with the user-specific services list comprises one of a phone record, an internet services record, a television service record, a mobile device record, and location information.
17. The system of claim 16 , wherein the internet services record comprises one of a user requested top level domain, a web page language encoding, a browsing history, and a viewed web page content.
18. The system of claim 16 , wherein the television service record comprises one of a viewing history, a time of channel changes, a content of viewed channels, a digital video recorder recording history, scheduled shows for recording, and a viewing location.
19. A computer-readable storage device having instructions stored which, when executed by a computing-device, result in the computing-device performing operations comprising:
collecting a user-specific services list associated with a user about to use an interactive voice response system, wherein the user-specific services list identifies a plurality of services, and wherein at least two of the plurality of services are selected from a television service, a phone service, an Internet service, and a mobile device service;
analyzing how the user interacts with each service in the user-specific services list, to yield user behavior patterns, wherein each user behavior pattern comprises dialect information associated with the user;
for each service in the user-specific services list, generating country-specific weights according to the dialect information in each user behavior pattern;
selecting, using an aggregation of the country-specific weights and based at least in part on the dialect information of each user behavior pattern, an interactive voice response system language model; and
recognizing speech received from the user via the interactive voice response system using the interactive voice response system language model.
20. The computer-readable storage device of claim 19 , wherein the interactive voice response system changes a user interface using the interactive voice response system language model.