System and method for synthetic voice generation and modification
View Patent ↗Disclosed herein are systems, methods, and non-transitory computer-readable storage media for generating a synthetic voice. A system configured to practice the method combines a first database of a first text-to-speech voice and a second database of a second text-to-speech voice to generate a combined database, selects from the combined database, based on a policy, voice units of a phonetic category for the synthetic voice to yield selected voice units, and synthesizes speech based on the selected voice units. The system can synthesize speech without parameterizing the first text-to-speech voice and the second text-to-speech voice. A policy can define, for a particular phonetic category, from which text-to-speech voice to select voice units. The combined database can include multiple text-to-speech voices from different speakers. The combined database can include voices of a single speaker speaking in different styles. The combined database can include voices of different languages.
1. A method comprising:
combining, based on an emotional context, a first database of first text-to-speech voice units and a second database of second text-to-speech voice units, the first text-to-speech voice units originating from a different speaker than the second text-to-speech voice units, to yield a combined database;
storing the combined database as if the combined database were from a single speaker; and
synthesizing speech using the combined database.
2. The method of claim 1 , wherein the speech is synthesized using the emotional context.
3. The method of claim 1 , wherein the speech is synthesized using selected voice units from the combined database, the selected voice units comprising a first voice unit from the first text-to-speech voice units and a second voice unit from the second text-to-speech voice units.
4. The method of claim 1 , wherein the speech is synthesized without parameterizing the first text-to-speech voice units and the second text-to-speech voice units.
5. The method of claim 1 , wherein a selection policy defines, for a particular phonetic category, from which text-to-speech voice to synthesize the speech.
6. The method of claim 1 , wherein the first text-to-speech voice units and the second text-to-speech voice units are in distinct styles of speaking.
7. The method of claim 1 , further comprising generating a plurality of synthetic voices from the combined database, wherein each synthetic voice in the plurality of synthetic voices is generated based on a respective selection policy.
8. The method of claim 7 , wherein the plurality of synthetic voices comprises one of a foreign language voice and a regional dialect voice.
9. The method of claim 1 , wherein the first text-to-speech voice units and the second text-to-speech voice units have a similar pitch range and fundamental frequency.
10. A system comprising:
a processor; and
a computer-readable storage medium having instructions stored which, when executed by the processor, cause the processor to perform operations comprising:
combining, based on an emotional context, a first database of first text-to-speech voice units and a second database of second text-to-speech voice units, the first text-to-speech voice units originating from a different speaker than the second text-to-speech voice units, to yield a combined database;
storing the combined database as if the combined database were from a single speaker; and
synthesizing speech using the combined database.
11. The system of claim 10 , wherein the speech is synthesized using the emotional context.
12. The system of claim 10 , wherein the speech is synthesized using selected voice units from the combined database, the selected voice units comprising a first voice unit from the first text-to-speech voice units and a second voice unit from the second text-to-speech voice units.
13. The system of claim 10 , wherein the speech is synthesized without parameterizing the first text-to-speech voice units and the second text-to-speech voice units.
14. The system of claim 10 , wherein a selection policy defines, for a particular phonetic category, from which text-to-speech voice to synthesize the speech.
15. The system of claim 10 , wherein the first text-to-speech voice units and the second text-to-speech voice units are in distinct styles of speaking.
16. The system of claim 10 , the computer-readable storage medium having additional instructions resulting in operations comprising generating a plurality of synthetic voices from the combined database, wherein each synthetic voice in the plurality of synthetic voices is generated based on a respective selection policy.
17. The system of claim 16 , wherein the plurality of synthetic voices comprises one of a foreign language voice and a regional dialect voice.
18. The system of claim 10 , wherein the first text-to-speech voice units and the second text-to-speech voice units have a similar pitch range and fundamental frequency.
19. A computer-readable storage device having instructions stored which, when executed by a computing device, cause the computing device to perform operations comprising:
combining, based on an emotional context, a first database of first text-to-speech voice units and a second database of second text-to-speech voice units, the first text-to-speech voice units originating from a different speaker than the second text-to-speech voice units, to yield a combined database;
storing the combined database as if the combined database were from a single speaker; and
synthesizing speech using the combined database.
20. The computer-readable storage device of claim 19 , wherein the speech is synthesized using the emotional context.