Method, apparatus, and program for dialogue, and storage medium including a program stored therein

• US 20060020473A1
• Filed: 07/25/2005
• Published: 01/26/2006
• Est. Priority Date: 07/26/2004
• Status: Abandoned Application

• Current Assignee: Sony Corporation (Sony Group Corp.)
• Original Assignee: Sony Corporation (Sony Group Corp.)
• Inventors: Lucke, Helmut, Kodama, Yasuhiro, Hiroe, Atsuo
• Application Number:
  US11/188,378
• Publication Number:
  US 20060020473A1
• Time in Patent Office: Days
• US Class Current: 704/275
• CPC Class Codes: G10L 13/027 Concept to speech synthesisers; Generation of natural phrases from machine-based concepts generation of parameters for speech synthesis out of text G10L13/08

Abstract

A dialgue apparatus for interacting by outputting a response sentence in response to an input sentence includes a formal response acquisition unit configured to acquire a formal response sentence in response to the input sentence, a practical response acquisition unit configured to acquire a practical response sentence in response to the input sentence, and an output control unit configured to control outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.

Claims

1. A dialogue apparatus for interacting by outputting a response sentence in response to an input sentence, comprising:

formal response sentence acquisition means for acquiring a formal response sentence in response to the input sentence;

practical response sentence acquisition means for acquiring a practical response sentence in response to the input sentence; and

output control means for controlling outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.

2. A dialogue apparatus according to claim 1, further comprising example storage means for storing one or more examples,

wherein the formal response sentence acquisition means or the practical response sentence acquisition means acquires the formal response sentence or the practical response sentence based on the input sentence and an example.

3. A dialogue apparatus according to claim 2, further comprising dialogue log storage means for storing, as a dialogue log, the input sentence or a conclusive response sentence to the input sentence,

wherein in acquisition of the formal response sentence or the practical response sentence, the formal response sentence acquisition means or the practical response sentence acquisition means takes into account the dialogue log.

4. A dialogue apparatus according to claim 3, wherein the formal response sentence acquisition means or the practical response sentence acquisition means acquires the formal response sentence or the practical response sentence by using an expression included in the dialogue log as an example.

5. A dialogue apparatus according to claim 3, wherein the dialogue log storage means records the dialogue log separately for each topic.

6. A dialogue apparatus according to claim 2, wherein the formal response sentence acquisition means or the practical response sentence acquisition means evaluates matching between the input sentence and examples by using a vector space method, and acquires the formal response sentence or the practical response sentence based an example that got a high score in the evaluation of matching.

7. A dialogue apparatus according to claim 2, wherein the formal response sentence acquisition means or the practical response sentence acquisition means evaluates matching between the input sentence and examples by using a DP (Dynamic Programming) matching method, and acquires the formal response sentence or the practical response sentence based on an example that got a high score in the evaluation of matching.

8. A dialogue apparatus according to claim 7, wherein the formal response sentence acquisition means or the practical response sentence acquisition means weights each word included in the input sentence by factors determined by df (Document Frequency) or idf (Invert Document Frequency), evaluates the matching between the weighted input sentence and examples, and acquires the formal response sentence or the practical response sentence based on an example that got a high score in the evaluation of the matching.

9. A dialogue apparatus according to claim 2, wherein the formal response sentence acquisition means or the practical response sentence acquisition means acquires the formal response sentence or the practical response sentence such that:

the evaluation of matching between the input sentence and examples is performed first using the vector space method;

the matching between the input sentence and a plurality of examples that got high scores in the evaluation of the matching using the vector space method is further evaluated using a DP (Dynamic Programming) matching method; and

the formal response sentence or the practical response sentence is acquired based on an example that got a high score in the evaluation of the matching using the DP matching method.

10. A dialogue apparatus according to claim 2, wherein the practical response sentence acquisition means employs an example similar to the input sentence as the practical response sentence.

11. A dialogue apparatus according to claim 10, wherein the practical response sentence acquisition means employs an example, which is similar to the input sentence but not completely identical to the input sentence, as the practical response sentence.

12. A dialogue apparatus according to claim 2, wherein:

the example storage means stores examples in the same order as the order of utterance; and

the practical response sentence acquisition means selects an example that is located at a position following an example similar to the input sentence and that is different from a practical response sentence output the previous time and the practical response sentence acquisition means employs the selected example as the practical response sentence to be output this time.

13. A dialogue apparatus according to claim 2, wherein:

the example storage means stores examples and information indicating talkers of the respective examples such that the examples and the corresponding talkers linked; and

the practical response sentence acquisition means acquires the practical response sentence taking into account the information about the talkers.

14. A dialogue apparatus according to claim 2, wherein:

the example storage means stores the examples separately on a group-by-group basis; and

the practical response sentence acquisition means acquires a practical response sentence to be output this time, by evaluating matching between the input sentence and examples based on the similarity between a group of examples to be evaluated in matching with the input sentence and a group of examples one of which was employed as a practical response sentence output the previous time.

15. A dialogue apparatus according to claim 2, wherein:

the example storage means stores an example whose one or more parts are in the form of variables; and

the practical response sentence acquisition means acquires the practical response sentence by replacing the one or more variables included in the example with particular expressions.

16. A dialogue apparatus according to claim 2, further comprising speech recognition means for recognizing a speech and outputting a result of speech recognition as the input sentence and also outputting a confidence measure of each word included in the sentence obtained as the result of the speech recognition,

wherein the formal response sentence acquisition means or the practical response sentence acquisition means acquires the formal response sentence or the practical response sentence by evaluates the matching between the input sentence and an example taking into account the confidence measure.

17. A dialogue apparatus according to claim 2, further comprising speech recognition means for recognizing a speech and outputting a result of speech recognition as the input sentence,

wherein the formal response sentence acquisition means or the practical response sentence acquisition means acquires the formal response sentence or the practical response sentence in accordance with a score obtained in the evaluation of matching between the input sentence and an example taking into account a score indicating the likelihood of the result of speech recognition.

18. A dialogue apparatus according to claim 1, wherein the formal response sentence acquisition means and the practical response sentence acquisition means respective acquire a formal response sentence and a practical response sentence by using different methods.

19. A dialogue apparatus according to claim 1, wherein the output control means determines whether the formal response sentence or the practical response sentence satisfies a predefined condition, and the output control means outputs the formal response sentence or the practical response sentence when the formal response sentence or the practical response sentence satisfies the predefined condition.

20. A dialogue apparatus according to claim 1, further comprising speech recognition means for recognizing a speech and outputting a result of speech recognition as the input sentence;

wherein the formal response sentence acquisition means acquires the formal response sentence based on an acoustic feature of the speech; and

the practical response sentence acquisition means acquires the practical response sentence based on the input sentence.

21. A dialogue apparatus according to claim 1, wherein the output control means outputs the formal response sentence and subsequently outputs the practical response sentence.

22. An dialogue apparatus according to claim 21, wherein the output control means removes an overlap between the formal response sentence and the practical response sentence from the practical response sentence and outputs the resultant practical response sentence.

23. A dialogue apparatus according to claim 1, wherein the output control means concatenates the formal response sentence and the practical response sentence and outputs a result.

24. A method of interacting by outputting a response sentence in response to an input sentence, comprising the steps of:

acquiring a formal response sentence in response to the input sentence;

acquiring a practical response sentence in response to the input sentence; and

controlling outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.

25. A program for causing a computer to interact by outputting a response sentence in response to an input sentence, the program comprising the steps of:

acquiring a formal response sentence in response to the input sentence;

acquiring a practical response sentence in response to the input sentence; and

controlling outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.

26. A storage medium including a program stored therein for causing a computer to interact by outputting a response sentence in response to an input sentence, the program comprising the steps of:

acquiring a formal response sentence in response to the input sentence;

acquiring a practical response sentence in response to the input sentence; and

controlling outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.

27. A dialogue apparatus for interacting by outputting a response sentence in response to an input sentence, comprising:

a formal response sentence acquisition unit configured to acquire a formal response sentence in response to the input sentence;

a practical response sentence acquisition unit configured to acquire a practical response sentence in response to the input sentence; and

an output unit configured to control outputting of the formal response sentence and the practical response sentence such that a conclusive response sentence is output in response to the input sentence.