System and method for inferring user intent from speech inputs
A text string with a first and a second portion is provided. A domain of the text string is determined by applying a first word-matching process to the first portion of the text string. It is then determined whether the second portion of the text string matches a word of a set of words associated with the domain by applying a second word-matching process to the second portion of the text string. Upon determining that the second portion of the text string matches the word of the set of words, it is determined whether a user intent from the text string based at least in part on the domain and the word of the set of words.
1. A method for determining, from a text string, a user intent for performing a task, the method comprising:
at an electronic device with one or more processors and memory storing one or more programs for execution by the one or more processors:
providing a text string corresponding to a single speech input, wherein the text string comprises a first portion and a second portion, wherein the second portion is less than the entire text string;
determining a domain of the text string using natural language processing by applying a first word-matching process to at least the first portion of the text string;
determining whether the second portion of the text string matches at least one word of a set of words associated with the domain by applying a second word-matching process to the second portion of the text string, wherein the second word-matching process is not applied to the first portion of the text string;
upon determining that the second portion of the text string matches at least one word of the set of words, determining a user intent from the text string based at least in part on the domain and the at least one word of the set of words;
applying the determined user intent to determine one or more corresponding tasks; and
performing, the one or more tasks to satisfy the determined user intent.
2. The method of claim 1 , wherein word-matching criteria applied by the second word-matching process is more relaxed than word-matching criteria applied by the first word-matching process.
3. The method of claim 1 , wherein the first word-matching process requires exact matches between words, and the second word-matching process does not require exact matches between words.
4. The method of claim 1 , wherein the second word-matching process applies approximate string matching techniques.
5. The method of claim 1 , wherein the second word-matching process comprises determining an edit distance between a word of the second portion of the text string and a word of the set of words associated with the domain.
6. The method of claim 5 , wherein the edit distance is a Levenshtein distance.
7. The method of claim 1 , wherein the second word-matching process applies phonetic matching techniques.
8. The method of claim 1 , wherein applying the first word-matching process to the at least the first portion of the text string comprises applying the first word-matching process to only the first portion of the text string.
9. The method of claim 1 , further comprising:
determining whether the second portion of the text string matches at least one word of the set of words associated with the domain by applying the first word-matching process to the second portion of the text string; and
in accordance with a determination that the second portion of the text string fails to match at least one word of the set of words by applying the first word-matching process to the second portion of the text string, determining whether the second portion of the text string matches at least one word of the set of words by applying the second word-matching process to the second portion of the text string.
10. An electronic device, comprising:
one or more processors;
memory; and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs including instructions for:
providing a text string corresponding to a single speech input, wherein the text string comprises a first portion and a second portion, wherein the second portion is less than the entire text string;
determining a domain of the text string using natural language processing by applying a first word-matching process to at least the first portion of the text string;
determining whether the second portion of the text string matches at least one word of a set of words associated with the domain by applying a second word-matching process to the second portion of the text string, wherein the second word-matching process is not applied to the first portion of the text string;
upon determining that the second portion of the text string matches at least one word of the set of words, determining a user intent from the text string based at least in part on the domain and the at least one word of the set of words;
applying the determined user intent to determine one or more corresponding tasks; and
performing, the one or more tasks to satisfy the determined user intent.
11. The electronic device of claim 10 , wherein word-matching criteria applied by the second word-matching process is more relaxed than word-matching criteria applied by the first word-matching process.
12. The electronic device of claim 10 , wherein the first word-matching process requires exact matches between words, and the second word-matching process does not require exact matches between words.
13. The electronic device of claim 10 , wherein the second word-matching process applies approximate string matching techniques.
14. The electronic device of claim 10 , wherein the second word-matching process applies phonetic matching techniques.
15. The electronic device of claim 10 , wherein applying the first word-matching process to the at least the first portion of the text string comprises applying the first word-matching process to only the first portion of the text string.
16. The device of claim 10 , wherein the one or more programs further include instructions for:
determining whether the second portion of the text string matches at least one word of the set of words associated with the domain by applying the first word-matching process to the second portion of the text string; and
in accordance with a determination that the second portion of the text string fails to match at least one word of the set of words by applying the first word-matching process to the second portion of the text string, determining whether the second portion of the text string matches at least one word of the set of words by applying the second word-matching process to the second portion of the text string.
17. The device of claim 10 , wherein the second word-matching process comprises determining an edit distance between a word of the second portion of the text string and a word of the set of words associated with the domain.
18. The device of claim 17 , wherein the edit distance is a Levenshtein distance.
19. A non-transitory computer readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by an electronic device with one or more processors and memory, cause the device to:
provide a text string corresponding to a single speech input, wherein the text string comprises a first portion and a second portion, wherein the second portion is less than the entire text string;
determine a domain of the text string using natural language processing by applying a first word-matching process to at least the first portion of the text string;
determine whether the second portion of the text string matches at least one word of a set of words associated with the domain by applying a second word-matching process to the second portion of the text string, wherein the second word-matching process is not applied to the first portion of the text string;
upon determining that the second portion of the text string matches at least one word of the set of words, determine a user intent from the text string based at least in part on the domain and the at least one word of the set of words;
apply the determined user intent to determine one or more corresponding tasks; and
perform, the one or more tasks to satisfy the determined user intent.
20. The non-transitory computer readable storage medium of claim 19 , wherein word-matching criteria applied by the second word-matching process is more relaxed than word-matching criteria applied by the first word-matching process.
21. The non-transitory computer readable storage medium of claim 19 , wherein the first word-matching process requires exact matches between words, and the second word-matching process does not require exact matches between words.
22. The non-transitory computer readable storage medium of claim 19 , wherein the second word-matching process applies approximate string matching techniques.
23. The non-transitory computer readable storage medium of claim 19 , wherein the second word-matching process applies phonetic matching techniques.
24. The non-transitory computer readable storage medium of claim 19 , wherein applying the first word-matching process to the at least the first portion of the text string comprises applying the first word-matching process to only the first portion of the text string.
25. The computer readable storage medium of claim 19 , wherein the instructions further cause the device to:
determine whether the second portion of the text string matches at least one word of the set of words associated with the domain by applying the first word-matching process to the second portion of the text string; and
in accordance with a determination that the second portion of the text string fails to match at least one word of the set of words by applying the first word-matching process to the second portion of the text string, determine whether the second portion of the text string matches at least one word of the set of words by applying the second word-matching process to the second portion of the text string.
26. The computer readable storage medium of claim 19 , wherein the second word-matching process comprises determining an edit distance between a word of the second portion of the text string and a word of the set of words associated with the domain.
27. The computer readable storage medium of claim 26 , wherein the edit distance is a Levenshtein distance.