Codec-dependent unit selection for mobile devices

• US 20060161433A1
• Filed: 10/28/2005
• Published: 07/20/2006
• Est. Priority Date: 10/28/2004
• Status: Abandoned Application

• Current Assignee: Nuance Communications, Inc. (Microsoft Corporation)
• Original Assignee: Voice Signal Technologies Incorporated (Microsoft Corporation)
• Inventors: Zlokarnik, Igor, Gillick, Laurence S., Edgington, Michael
• Application Number:
  US11/262,482
• Publication Number:
  US 20060161433A1
• Time in Patent Office: Days
• US Class Current: 704/240
• CPC Class Codes: G10L 13/06 Elementary speech units used in speech synthesisers; Concatenation rules

Abstract

A method of extracting a subset of speech units from a larger set of speech units for use by a speech synthesizer in synthesizing speech, wherein the speech units are stored in a compressed encoded representation that was generated by a codec, the method comprising: selecting members of the subset of speech units based on an overall cost associated with using the speech synthesizer to synthesize a test set of speech, wherein the overall cost includes at least one error introduced by using the codec to decode the stored representations of the speech units; and storing the selected subset of speech units on a speech-enabled device.

Claims

1. A method of extracting a subset of speech units from a larger set of speech units for use by a codec in combination with a speech synthesizer in synthesizing speech, the method comprising:

from the larger set of speech units, selecting members of the subset of speech units based in part on a cost measure associated with using the codec; and

storing the selected subset of speech units on a speech-enabled device.

2. The method of claim 17, wherein selecting comprises:

for each member of a plurality of members of the set of speech units, computing the overall cost associated with using the speech synthesizer to synthesize the test set of speech from a population of speech units that excludes that member; and

from the larger set of speech units, selecting the speech units that are members of the subset of speech units based upon the overall costs computed for the plurality of members.

3. The method of claim 17, wherein the cost measure associated with using the codec is a measure of an error associated with decoding individual stored representations of the speech units.

4. The method of claim 17, wherein the cost measure associated with using the codec is a measure of an error associated with the codec'"'"'s impact on a continuity between successive decoded stored representations of the speech units.

5. The method of claim 17, wherein the overall cost comprises a weighted sum of a target cost and a continuity cost, and the cost associated with using the codec is a measure of an error associated with decoding individual stored representations of the speech units.

6. The method of claim 5, wherein the weights are selected to optimize a quality of the synthesized test set when the overall cost as defined by the selected weights is minimized.

7. The method of claim 6 wherein the quality of the synthesized test set is empirically determined by at least one listener.

8. The method of claim 6, wherein the quality of the synthesized test set is determined by an objective comparison of the synthesized test set with the original test set.

9. The method of claim 17, wherein the overall cost comprises a weighted sum of a target cost and a continuity cost, and the cost associated with using the codec is a measure of an error associated with the codec'"'"'s impact on a continuity between adjacent decoded speech units.

10. The method of claim 9, wherein the weights are selected to optimize a quality of the synthesized test set when the overall cost as defined by the selected weights is minimized.

11. The method of claim 10, wherein the quality of the synthesized test set is empirically determined by at least one listener.

12. The method of claim 10, wherein the quality of the synthesized test set is determined by an objective comparison of the synthesized test set with the original test set.

13. The method of claim 1, wherein each speech unit is pre-assigned to a cluster by a cluster analysis process, the assignment being based on at least one linguistic feature of the speech unit.

14. The method of claim 13, wherein the subset of speech units comprises at least one unit selected from each cluster.

15. The method of claim 14, wherein the overall cost used to perform the selection of the at least one unit from each cluster is further based at least in part on a measure of how well the unit represents the cluster acoustically.

16. The method of claim 1, wherein a number of units in the subset of speech units is determined at least in part by a storage constraint of the speech-enabled device.

17. The method of claim 1, wherein selecting members of the subset of speech units based on an overall cost associated with using the speech synthesizer to synthesize a test set of speech, wherein the overall cost includes the cost measure associated with using the codec to decode the stored representations of the speech units.