Method and apparatus for speech recognition using device usage pattern of user

• US 9,824,686 B2
• Filed: 07/25/2007
• Issued: 11/21/2017
• Est. Priority Date: 01/04/2007
• Status: Expired due to Fees

• Current Assignee: Samsung Electronics Co. Ltd.
• Original Assignee: Samsung Electronics Co. Ltd.
• Inventors: Kim, Kyu-hong, Kim, Jeong-su, Han, Ick-sang
• Primary Examiner(s): Guerra-Erazo, Edgar
• Application Number:
  US11/878,595
• Publication Number:
  US 20080167871A1
• Time in Patent Office: 3,772 Days
• Field of Search: 704231-257, 7042701-275, 704E17001-E17016, 704E15001-E1505, 704270, 704277, 379 8801- 8806, 379120, 455415
• CPC Class Codes: G10L 15/22 Procedures used during a speech recognition process, e.g. man-machine dialogue
• CPC Class Codes: G10L 2015/227 of the speaker; Human-factor methodology

Abstract

A method and apparatus for improving the performance of voice recognition in a mobile device are provided. The method of recognizing a voice includes: monitoring the usage pattern of a user of a device for inputting a voice; selecting predetermined words from among words stored in the device based on the result of monitoring, and storing the selected words; and recognizing a voice based on an acoustic model and predetermined words. In this way, a voice can be recognized by using prediction of whom the user mainly makes a call to. Also, by automatically modeling the device usage pattern of the user and applying the pattern to vocabulary for voice recognition based on probabilities, the performance of voice recognition, as actually felt by the user, can be enhanced.

Claims

1. A method of voice recognition by a device to which voice is input, the method comprising:

monitoring, by the device, whether a telephone number registered in the device is used;

updating, by the device, a word model by storing a name corresponding to the used telephone number; and

recognizing, by the device, a word corresponding to the input voice using the updated word model and a predetermined acoustic model.

2. The method of claim 1, wherein the word model is selected according to a usage pattern of a user.

3. The method of claim 1, wherein the monitoring of whether a telephone number registered in the device is used further comprises monitoring whether a user makes a call to a predetermined telephone number by using the device, and

in the updating of the word model, if the telephone number to which the call is made matches a telephone number stored in a first storage of the device, a name corresponding to the called telephone number is selected from a plurality of words corresponding to the telephone numbers in the device and the name is stored.

4. The method of claim 1, wherein the monitoring of whether the telephone number registered in the device is used further comprises monitoring whether a user receives a call from a predetermined telephone number by using the device, and

in the updating of a word model, if the telephone number from which the call is received matches a telephone number stored in a first storage of the device, a name corresponding to the telephone number is selected from a plurality of words corresponding to the telephone numbers in the device and the name is stored.

5. The method of claim 1, wherein the monitoring of whether a telephone number registered in a device is used further comprises monitoring whether a user searches for a predetermined telephone number by using the device, and

in the updating of a word model, if the searched for telephone number matches a telephone number stored in a first storage of the device, a name corresponding to the called telephone number is selected from a plurality of words corresponding to the telephone numbers in the device and the name is stored.

6. The method of claim 1, after the recognizing of a word corresponding to the voice, further comprising determining whether a result of the voice recognition matches the word model,

wherein according to a result of determining, the word model are updated.

7. The method of claim 1, wherein the monitoring of whether a telephone number registered in the device is used comprises calculating the probability values of the word model that is to be input as the voice, and

in the recognizing of a word corresponding to the voice, the voice is recognized based on the probability value.

8. The method of claim 1, wherein the telephone number and a name corresponding to the telephone number are stored in a predetermined memory corresponding to a phone book of the device.

9. The method of claim 1, wherein the word model is a name stored in a predetermined memory of the device.

10. The method of claim 9, wherein the memory is a cache.

11. The method of claim 1, wherein in the storing of the name corresponding to the used telephone number, if a new telephone number is registered in a phone book of the device, the number of telephone numbers registered in the phone book is increased, and the word model is selected from a plurality of words corresponding to the telephone numbers.

12. The method of claim 1, wherein in the storing of the name corresponding to the used telephone number, if a telephone number stored in a phone book of the device is deleted, the number of telephone numbers in the phone book is decreased, and the word model is selected from a plurality of words corresponding to the telephone numbers in the device.

13. At least one non-transitory computer readable recording medium comprising computer readable instructions that control at least one processor to implement the method of any one of claims 1 through 5, 8 through 9 and 10 through 12.

14. A device for voice recognition to which voice is input, the device comprising:

a processor, configured;

to monitor whether a telephone number registered in a device is used;

to update a word model by storing a name corresponding to the used telephone number; and

to recognize a word corresponding to the input voice using the updated word model and a predetermined acoustic model.

15. The device of claim 14, wherein the processor is configured to monitor whether a user makes a call to or receives a call from a predetermined telephone number by using the device, and

if the telephone number to which the call is made or from which the call is received, matches a telephone number stored in a first storage of the device, the processor is configured to select a name corresponding to the calling telephone number from a plurality of words corresponding to telephone numbers stored in the first storage and stores the name.

16. The device of claim 14, wherein the processor is configured to monitor whether the user searches for a predetermined telephone number by using the device, and

if the searched for telephone number matches a telephone number stored in a first storage of the device, the processor is configured to select a name corresponding to the searched for telephone number from a plurality of words corresponding to telephone numbers stored in the first storage and stores the name.

17. The device of claim 14, wherein the processor is further configured to determine whether a result of the voice recognition matches the sword model, and

the processor is configured to update the word model according to a result of determining.

18. The device of claim 14, wherein

the processor is configured to register a new telephone number in a first storage or delete a registered telephone number from the first storage.

19. The device of claim 14, wherein the device is a mobile device.