Systems and methods for off-board voice-automated vehicle navigation

• US 8,694,244 B2
• Filed: 07/09/2013
• Issued: 04/08/2014
• Est. Priority Date: 01/05/2005
• Status: Active Grant

• Current Assignee: Sirius XM Connected Vehicle Services Inc. (Liberty Media Corporation)
• Original Assignee: Agero Connected Services, Inc. (Liberty Media Corporation)
• Inventors: Schalk, Thomas Barton
• Primary Examiner(s): Tarcza, Thomas
• Assistant Examiner(s): PIPALA, EDWARD J
• Application Number:
  US13/937,335
• Publication Number:
  US 20130297200A1
• Time in Patent Office: 273 Days
• Field of Search: 701/1, 701/36, 701/400, 701/408, 701/409, 701/420, 701/427, 701/532, 701/533, 701/537, 701/538, 701/539, 340/989, 340/995.12, 340/995.16, 704/200, 704/231, 704/246, 704/251
• US Class Current: 701/420
• CPC Class Codes: G01C 21/26 specially adapted for navigation in a road network
• CPC Class Codes: G01C 21/3608 using speech input, e.g. using speech recognition
• CPC Class Codes: G10L 15/00 Speech recognition G10L17/00 takes precedence
• CPC Class Codes: G10L 15/04 Segmentation; Word boundary detection
• CPC Class Codes: G10L 15/22 Procedures used during a speech recognition process, e.g. man-machine dialogue
• CPC Class Codes: G10L 15/30 Distributed recognition, e.g. in client-server systems, for mobile phones or network applications
• CPC Class Codes: G10L 2015/221 Announcement of recognition results
• CPC Class Codes: G10L 21/06 Transformation of speech into a non-audible representation, e.g. speech visualisation or speech processing for tactile aids G10L15/26 takes precedence

Abstract

A method of providing navigational information includes the step of processing destination information spoken by a user of a mobile processing system and transmitting the processed voice information via a wireless link to a remote data center. The processed voice information is analyzed with a voice recognition system at the remote data center to recognize components of the destination information spoken by the user. The remote data center generates a list of hypothetical recognized components of the destination information listed by confidence levels as calculated for each component of the destination information analyzed by the voice recognition system. The remote data center determines if a confidence score is below a recognition confidence value and, if the confidence score is below the recognition confidence value, transmits an automated request to have the user speak the destination information again.

Claims

1. A method of providing navigational information, comprising:

processing destination information spoken by a user of a mobile processing system;

transmitting the processed voice information via a wireless link to a remote data center;

analyzing the processed voice information with a voice recognition system at the remote data center to recognize components of the destination information spoken by the user;

generating at the remote data center a list of hypothetical recognized components of the destination information listed by confidence levels as calculated for each component of the destination information analyzed by the voice recognition system;

determining at the remote data center if a confidence score is below a recognition confidence value; and

if the confidence score is below the recognition confidence value, transmitting from the remote data center an automated request to have the user speak the destination information again.

2. The method according to claim 1, which further comprises, if the confidence score is above the recognition confidence value:

displaying the list of hypothetical recognized components and confidence levels at the remote data center for selective checking by a human data center operator;

selecting a set of hypothetical components based on the confidence levels in the list;

confirming the accuracy of the selected set of hypothetical recognized components of the destination information via interactive voice exchanges between the user and the remote data center; and

determining a destination from confirmed components of the destination information.

3. The method according to claim 2, which further comprises:

generating route information to the destination at the remote data center; and

transmitting the route information to the mobile processing system from the remote data center via the wireless link.

4. The method according to claim 1, which further comprises:

processing newly spoken destination information from the user;

transmitting the processed newly spoken voice information via a wireless link to the remote data center;

analyzing the processed newly spoken voice information with a voice recognition system at the remote data center to recognize components of the destination information spoken by the user;

generating at the remote data center a list of hypothetical recognized components of the destination information listed by confidence levels as calculated for each component of the destination information analyzed by the voice recognition system;

determining at the remote data center if a confidence score is below recognition confidence value; and

if the confidence score is below the recognition confidence value, transmitting from the remote data center an automated request to have the user speak the destination information again; and

if the confidence score is above the recognition confidence value;

displaying the list of hypothetical recognized components and confidence levels at the remote data center for selective checking by a human data center operator;

selecting a set of hypothetical components based on the confidence levels in the list;

confirming the accuracy of the selected set of hypothetical recognized components of the destination information via interactive voice exchanges between the user and the remote data center; and

determining a destination from confirmed components of the destination information.

5. The method according to claim 2, wherein the step of confirming the accuracy of the hypothetical recognized components of the destination information comprises:

transmitting a computer-generated representation of at least one hypothetical recognized component of the destination information to the user via the wireless link; and

prompting the user via the wireless link to aurally confirm the accuracy of the component of the destination information.

6. The method according to claim 2, wherein the step of confirming the accuracy of the hypothetical recognized components of the destination information comprises:

transmitting at least one recorded hypothetical recognized component of the destination information spoken by the user to the user via the wireless link; and

prompting the user via the wireless link to aurally confirm the accuracy of the hypothetical recognized component of the voice destination information.

7. The method according to claim 2, wherein the step of confirming the accuracy of the hypothetical recognized components of the desired destination comprises:

determining if a confidence level of hypothetical recognized component is above a selected threshold; and

computer generating a representation of the hypothetical recognized component for transmission to the user when the confidence level is above the selected threshold.

8. The method according to claim 2, wherein the step of determining the destination from the confirmed components comprises providing human data center operator assistance using the developed list of hypothetical recognized components and confidence levels to recognize the desired destination.

9. The method according to claim 8, wherein the step of providing human data center operator assistance comprises:

playing back recorded representations of the destination information spoken by the user to the data center operator for analysis by the data center operator; and

receiving information from the data center operator identifying the destination.

10. The method according to claim 9, wherein the step of receiving information from the data center operator comprises entering a choice from the displayed list of hypothetical components from the data center operator.

11. The method according to claim 2, wherein the step of confirming the accuracy of the hypothetical recognized components of the desired destination via interactive voice exchanges comprises transmitting aural representations of hypothetical recognized components of the destination information to the user, the hypothetical recognized components of the destination information being selected from the group consisting of aural representations of the destination address number, street name, city, state, and point of interest.

12. A system for providing navigational information to a user, comprising:

a mobile processing system processing and transmitting via a wireless link spoken requests from a user for navigational information to a selected destination; and

a data center processing the spoken requests for navigational information received via the wireless link and;

performing automated voice recognition analysis on the spoken requests for navigational information to recognize destination components of the spoken requests;

generating a list of hypothetical recognized components of the destination information listed by confidence levels as calculated for each component of the destination information analyzed by the voice recognition system;

determining if a confidence score is below a recognition confidence value; and

if the confidence score is below the recognition confidence value, transmitting from the remote data center an automated request to have the user speak the destination information again.

13. The system according to claim 12, which further comprises, if the confidence score is above the recognition confidence value, the remote data center:

displays the list of hypothetical recognized components and confidence levels for selective checking by a human data center operator;

selects a set of hypothetical components based on the confidence levels in the list;

confirms the accuracy of the set of hypothetical recognized components of the destination information selected at the remote data center via interactive voice exchanges between the user and the remote data center; and

determines a destination from confirmed components of the destination information.

14. The system according to claim 13, wherein the data center downloads the navigational information in response to position information received from the on-board system via the wireless link.

15. The system according to claim 13, wherein the remote data center:

generates route information to the destination; and

transmits the route information to the mobile processing system via the wireless link.

16. The system according to claim 12, wherein, after sending the automated request to have the user speak the destination information again:

the mobile processing system processes newly spoken destination information from the user and transmits the processed newly spoken voice information via the wireless link to the remote data center; and

the remote data center;

analyzes the processed newly spoken voice information with a voice recognition system to recognize components of the destination information spoken by the user;

generates a list of hypothetical recognized components of the destination information listed by confidence levels as calculated for each component of the destination information analyzed by the voice recognition system;

determines if a confidence score is below recognition confidence value; and

if the confidence score is below the recognition confidence value, transmits an automated request to have the user speak the destination information again; and

if the confidence score is above the recognition confidence value;

displays the list of hypothetical recognized components and confidence levels at the remote data center for selective checking by a human data center operator;

selects a set of hypothetical components based on the confidence levels in the list;

confirms the accuracy of the selected set of hypothetical recognized components of the destination information via interactive voice exchanges between the user and the remote data center; and

determines a destination from confirmed components of the destination information.

17. The system according to claim 13, wherein the remote data center confirms the accuracy of the hypothetical recognized components of the destination information by:

transmitting a computer-generated representation of at least one hypothetical recognized component of the destination information to the user via the wireless link; and

prompting the user via the wireless link to aurally confirm the accuracy of the component of the destination information.

18. The system according to claim 13, wherein the remote data center confirms the accuracy of the hypothetical recognized components of the destination information by:

transmitting at least one recorded hypothetical recognized component of the destination information spoken by the user to the user via the wireless link; and

prompting the user via the wireless link to aurally confirm the accuracy of the hypothetical recognized component of the voice destination information.

19. The system according to claim 13, wherein the remote data center confirms the accuracy of the hypothetical recognized components of the desired destination by:

determining if a confidence level of hypothetical recognized component is above a selected threshold; and

computer generating a representation of the hypothetical recognized component for transmission to the user when the confidence level is above the selected threshold.

20. The system according to claim 13, wherein the remote data center determines the destination from the confirmed components by permitting a human data center operator to assist the user utilizing the developed list of hypothetical recognized components and confidence levels to recognize the desired destination.

21. The system according to claim 20, wherein the remote data center:

plays back recorded representations of the destination information spoken by the user to the data center operator for analysis by the data center operator; and

receives information from the data center operator identifying the destination.

22. The system according to claim 21, wherein the remote data center receives information from the data center operator by the data center operator entering a choice from the displayed list of hypothetical components.

23. The system according to claim 13, wherein the remote data center confirms the accuracy of the hypothetical recognized components of the desired destination via interactive voice exchanges by transmitting aural representations of hypothetical recognized components of the destination information to the user, the hypothetical recognized components of the destination information being selected from the group consisting of aural representations of the destination address number, street name, city, state, and point of interest.