Method and apparatus for phonetically annotating text

• US 10,114,809 B2
• Filed: 06/23/2016
• Issued: 10/30/2018
• Est. Priority Date: 05/07/2014
• Status: Active Grant

• Current Assignee: Tencent Technology Shenzhen Company Limited (Tencent Holdings Limited)
• Original Assignee: Tencent Technology Shenzhen Company Limited (Tencent Holdings Limited)
• Inventors: Wu, Xiaoping, Dai, Qiang
• Primary Examiner(s): Godbold, Douglas
• Assistant Examiner(s): Villena, Mark
• Application Number:
  US15/191,309
• Publication Number:
  US 20160306783A1
• Time in Patent Office: 859 Days
• CPC Class Codes: G06F 40/129 Handling non-Latin characters, e.g. kana-to-kanji conversion
• CPC Class Codes: G06F 40/169 Annotation, e.g. comment data or footnotes
• CPC Class Codes: G06F 40/253 Grammatical analysis; Style critique
• CPC Class Codes: G06F 40/284 Lexical analysis, e.g. tokenisation or collocates
• CPC Class Codes: G10L 13/08 Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determination

Abstract

Method for phonetically annotating text is performed at a computing device. The method includes: identifying a first polyphonic word segment in a text input, the first polyphonic word segment having at least a first pronunciation and a second pronunciation; determining at least a first probability for the first pronunciation and a second probability for the second pronunciation; determining a predetermined threshold difference based on: a comparison of the first and second probabilities with a preset threshold probability value, respectively, and a magnitude of a difference between the first and second probabilities; comparing the difference between the first probability and the second probability with the predetermined threshold difference; and selecting the first pronunciation as a current pronunciation for the first polyphonic word segment in accordance with a determination that the difference between the first probability and the second probability exceeds the predetermined threshold difference.

Claims

1. A method, comprising:

at a computing device having one or more processors and memory;

receiving a text input from a user, including receiving copied or scanned text for which context-appropriate phonetic annotation is to be performed at the computing device;

identifying a first polyphonic word segment and a first monophonic word segment in the text input, the first polyphonic word segment having at least a first pronunciation and a second pronunciation that is distinct from the first pronunciation, and the first monophonic word segment having a single pronunciation;

determining at least a first probability corresponding to the first pronunciation being a correct pronunciation for the first polyphonic word segment and a second probability corresponding to the second pronunciation being the correct pronunciation for the first polyphonic word segment, wherein the first probability is greater than the second probability;

determining a predetermined threshold difference based on;

(1) a comparison of the first probability and the second probability with a preset threshold probability value, respectively, and (2) a magnitude of a difference between the first probability and the second probability;

comparing the difference between the first probability and the second probability with the predetermined threshold difference; and

selecting the first pronunciation as a current pronunciation for the first polyphonic word segment in accordance with a determination that the difference between the first probability and the second probability exceeds the predetermined threshold difference; and

in a text presentation user interface, displaying the input text concurrently with context-appropriate pronunciation annotations to facilitate a user'"'"'s reading the input text aloud, including;

phonetically annotating the first monophonic word segment in the displayed input text with the single pronunciation of the first monophonic word segment;

phonetically annotating the first polyphonic word segment in the displayed input text with the first pronunciation of the first polyphonic word segment; and

forgoing phonetically annotating the first polyphonic word segment in the displayed input text with the second pronunciation of the first polyphonic word segment.

2. The method of claim 1, further comprising:

obtaining the text input for phonetic annotation;

determining whether the text input contains at least one polyphonic character; and

in accordance with a determination that the text input includes at least one polyphonic character, segmenting the text input into a plurality of word segments including the first polyphonic word segment.

3. The method of claim 2, further comprising:

determining whether the plurality of word segments contain at least one polyphonic word segment, wherein the identification of the first polyphonic word segment in the text input is performed in accordance with a determination that the plurality of word segments contains at least one polyphonic word segment.

4. The method of claim 1, further comprising:

selecting a current value for the predetermined threshold difference based on the first probability and the second probability.

5. The method of claim 4, wherein selecting the current value for the predetermined threshold difference based on the first probability and the second probability further comprises:

selecting a first difference value for the predetermined threshold difference when both the first and the second probabilities are above a predetermined threshold probability value; and

selecting a second difference value for the predetermined threshold difference when the first probability is above the predetermined threshold probability value and the second probability is below the predetermined threshold probability value.

6. The method of claim 5, wherein the first difference value is smaller than the second difference value.

7. The method of claim 6, wherein the first pronunciation and the second pronunciation have the two largest probabilities among all pronunciations of the first polyphonic word segment.

8. A non-transitory computer-readable medium having instructions stored thereon, the instructions, when executed by one or more processors cause the processors to perform operations comprising:

receiving a text input from a user, including receiving copied or scanned text for which context-appropriate phonetic annotation is to be performed at the computing device;

identifying a first polyphonic word segment and a first monophonic word segment in the text input, the first polyphonic word segment having at least a first pronunciation and a second pronunciation that is distinct from the first pronunciation, and the first monophonic word segment having a single pronunciation;

determining at least a first probability corresponding to the first pronunciation being a correct pronunciation for the first polyphonic word segment and a second probability corresponding to the second pronunciation being the correct pronunciation for the first polyphonic word segment, wherein the first probability is greater than the second probability;

determining a predetermined threshold difference based on;

(1) a comparison of the first probability and the second probability with a preset threshold probability value, respectively, and (2) a magnitude of a difference between the first probability and the second probability;

comparing the difference between the first probability and the second probability with the predetermined threshold difference; and

selecting the first pronunciation as a current pronunciation for the first polyphonic word segment in accordance with a determination that the difference between the first probability and the second probability exceeds the predetermined threshold difference; and

in a text presentation user interface, displaying the input text concurrently with context-appropriate pronunciation annotations to facilitate a user'"'"'s reading the input text aloud, including;

phonetically annotating the first monophonic word segment in the displayed input text with the single pronunciation of the first monophonic word segment;

phonetically annotating the first polyphonic word segment in the displayed input text with the first pronunciation of the first polyphonic word segment; and

forgoing phonetically annotating the first polyphonic word segment in the displayed input text with the second pronunciation of the first polyphonic word segment.

9. The computer-readable medium of claim 8, wherein the operations further comprise:

obtaining the text input for phonetic annotation;

determining whether the text input contains at least one polyphonic character; and

in accordance with a determination that the text input includes at least one polyphonic character, segmenting the text input into a plurality of word segments including the first polyphonic word segment.

10. The computer-readable medium of claim 9, wherein the operations further comprise:

determining whether the plurality of word segments contain at least one polyphonic word segment, wherein the identification of the first polyphonic word segment in the text input is performed in accordance with a determination that the plurality of word segments contains at least one polyphonic word segment.

11. The computer-readable medium of claim 8, wherein the operations further comprise:

selecting a current value for the predetermined threshold difference based on the first probability and the second probability.

12. The computer-readable medium of claim 11, wherein selecting the current value for the predetermined threshold difference based on the first probability and the second probability further comprises:

selecting a first difference value for the predetermined threshold difference when both the first and the second probabilities are above a predetermined threshold probability value; and

selecting a second difference value for the predetermined threshold difference when the first probability is above the predetermined threshold probability value and the second probability is below the predetermined threshold probability value.

13. The computer-readable medium of claim 12, wherein the first difference value is smaller than the second difference value.

14. The computer-readable medium of claim 13, wherein the first pronunciation and the second pronunciation have the two largest probabilities among all pronunciations of the first polyphonic word segment.

15. A system, comprising:

one or more processors; and

memory having instructions stored thereon, the instructions, when executed by the one or more processors, cause the processors to perform operations comprising;

receiving a text input from a user, including receiving copied or scanned text for which context-appropriate phonetic annotation is to be performed at the computing device;

identifying a first polyphonic word segment and a first monophonic word segment in the text input, the first polyphonic word segment having at least a first pronunciation and a second pronunciation that is distinct from the first pronunciation, and the first monophonic word segment having a single pronunciation;

determining at least a first probability corresponding to the first pronunciation being a correct pronunciation for the first polyphonic word segment and a second probability corresponding to the second pronunciation being the correct pronunciation for the first polyphonic word segment, wherein the first probability is greater than the second probability;

determining a predetermined threshold difference based on;

(1) a comparison of the first probability and the second probability with a preset threshold probability value, respectively, and (2) a magnitude of a difference between the first probability and the second probability;

comparing the difference between the first probability and the second probability with the predetermined threshold difference; and

selecting the first pronunciation as a current pronunciation for the first polyphonic word segment in accordance with a determination that the difference between the first probability and the second probability exceeds the predetermined threshold difference; and

in a text presentation user interface, displaying the input text concurrently with context-appropriate pronunciation annotations to facilitate a user'"'"'s reading the input text aloud, including;

phonetically annotating the first monophonic word segment in the displayed input text with the single pronunciation of the first monophonic word segment;

phonetically annotating the first polyphonic word segment in the displayed input text with the first pronunciation of the first polyphonic word segment; and

forgoing phonetically annotating the first polyphonic word segment in the displayed input text with the second pronunciation of the first polyphonic word segment.

16. The system of claim 15, wherein the operations further comprise:

obtaining the text input for phonetic annotation;

determining whether the text input contains at least one polyphonic character; and

in accordance with a determination that the text input includes at least one polyphonic character, segmenting the text input into a plurality of word segments including the first polyphonic word segment.

17. The system of claim 16, wherein the operations further comprise:

determining whether the plurality of word segments contain at least one polyphonic word segment, wherein the identification of the first polyphonic word segment in the text input is performed in accordance with a determination that the plurality of word segments contains at least one polyphonic word segment.

18. The system of claim 15, wherein the operations further comprise:

selecting a current value for the predetermined threshold difference based on the first probability and the second probability.

19. The system of claim 18, wherein selecting the current value for the predetermined threshold difference based on the first probability and the second probability further comprises:

selecting a first difference value for the predetermined threshold difference when both the first and the second probabilities are above a predetermined threshold probability value; and

selecting a second difference value for the predetermined threshold difference when the first probability is above the predetermined threshold probability value and the second probability is below the predetermined threshold probability value.

20. The system of claim 19, wherein the first difference value is smaller than the second difference value.