IP Library Granted Patent US 8,401,853
Granted Patent B2
US 8,401,853 · App. 12/888,012 · Granted Mar 19, 2013

System and method for enhancing voice-enabled search based on automated demographic identification

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Quick Facts
Patent No.
US 8,401,853
App. No.
12/888,012
Granted
Mar 19, 2013
Kind
B2
Abstract

Disclosed herein are systems, methods, and non-transitory computer-readable storage media for approximating responses to a user speech query in voice-enabled search based on metadata that include demographic features of the speaker. A system practicing the method recognizes received speech from a speaker to generate recognized speech, identifies metadata about the speaker from the received speech, and feeds the recognized speech and the metadata to a question-answering engine. Identifying the metadata about the speaker is based on voice characteristics of the received speech. The demographic features can include age, gender, socio-economic group, nationality, and/or region. The metadata identified about the speaker from the received speech can be combined with or override self-reported speaker demographic information.

Claims (29)

1. A method of enhancing voice-enabled search, the method comprising:

recognizing, via a processor, received speech from a speaker to generate recognized speech;

identifying metadata about the speaker from the received speech; and

feeding the recognized speech and the metadata to a question-answering engine which selects and outputs at least one response to the speaker based on the recognized speech and metadata.

2. The method of claim 1 , wherein the metadata comprises demographic features.

3. The method of claim 2 , wherein the demographic features comprise at least one of age, gender, socio-economic group, nationality, and region.

4. The method of claim 1 , wherein identifying the metadata about the speaker is based on voice characteristics of the received speech.

5. The method of claim 1 , wherein recognizing the received speech and identifying the metadata occur in parallel.

6. The method of claim 1 , wherein the metadata identified about the speaker from the received speech supplements self-reported speaker demographic information.

7. A system comprising:

a processor;

a first module controlling the processor to receive a speech query from a user;

a second module controlling the processor to identify demographic information about the user from the speech query;

a question-answering engine controlling the processor to generate an answer to the speech query based on the demographic information.

8. The system of claim 7 , wherein the second module operates in parallel with a speech recognition engine.

9. The system of claim 7 , wherein the question-answering engine receives speech recognition output from the speech recognition engine.

10. The method of claim 7 , wherein the demographic information comprises at least one of age, gender, socio-economic group, nationality, and region.

11. The system of claim 7 , wherein identifying the demographic information about the user is based on voice characteristics of the received speech.

12. The system of claim 7 , wherein demographic information identified about the user from the received speech supplements self-reported user demographic information.

13. A non-transitory computer-readable storage medium storing instructions which, when executed by a computing device, cause the computing device to generate answers to a spoken query, the instructions comprising:

receiving a spoken query from a user;

identifying demographic metadata from the spoken query in parallel with speech recognition of the spoken query; and

passing the demographic metadata to a question-answering engine that also receives speech recognition output of the spoken query and generates at least one answer in response to the spoken query.

14. The non-transitory computer-readable storage medium of claim 13 , wherein the question-answering engine further outputs the at least one answer to the user.

15. The non-transitory computer-readable storage medium of claim 13 , wherein the demographic metadata comprises demographic features.

16. The non-transitory computer-readable storage medium of claim 15 , wherein the demographic features comprise at least one of age, gender, socio-economic group, nationality, and region.

17. The non-transitory computer-readable storage medium of claim 13 , wherein identifying the demographic metadata about the user is based on voice characteristics of the received speech.

18. The non-transitory computer-readable storage medium of claim 13 , wherein recognizing the received speech and identifying the metadata occur in parallel.

19. The non-transitory computer-readable storage medium of claim 13 , wherein the metadata identified about the user from the received speech supplements self-reported user demographic information.

Assignments (16)
RELEASE OF SECURITY INTEREST Recorded Sep 4, 2025
From: RUNWAY GROWTH FINANCE CORP., AS AGENT
To: INTERACTIONS CORPORATION; INTERACTIONS LLC
Reel/Frame 072802/0931 →
CORRECTIVE ASSIGNMENT TO CORRECT THE THE APPLICATION NUMBER PREVIOUSLY RECORDED AT REEL: 060445 FRAME: 0733. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Feb 1, 2023
From: INTERACTIONS LLC; INTERACTIONS CORPORATION
To: RUNWAY GROWTH FINANCE CORP.
Reel/Frame 062919/0063 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY RECORDED AT REEL/FRAME: 036100/0925 Recorded Jul 1, 2022
From: SILICON VALLEY BANK
To: INTERACTIONS LLC
Reel/Frame 060559/0576 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY RECORDED AT REEL/FRAME: 049388/0082 Recorded Jun 30, 2022
From: SILICON VALLEY BANK
To: INTERACTIONS LLC
Reel/Frame 060558/0474 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jun 27, 2022
From: INTERACTIONS LLC; INTERACTIONS CORPORATION
To: RUNWAY GROWTH FINANCE CORP.
Reel/Frame 060445/0733 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY Recorded May 23, 2022
From: ORIX GROWTH CAPITAL, LLC
To: INTERACTIONS CORPORATION; INTERACTIONS LLC
Reel/Frame 061749/0825 →
RELEASE OF SECURITY INTEREST Recorded May 18, 2020
From: BEARCUB ACQUISITIONS LLC
To: ARES VENTURE FINANCE, L.P.
Reel/Frame 052693/0866 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jun 5, 2019
From: INTERACTIONS LLC
To: SILICON VALLEY BANK
Reel/Frame 049388/0082 →
ASSIGNMENT OF IP SECURITY AGREEMENT Recorded Nov 17, 2017
From: ARES VENTURE FINANCE, L.P.
To: BEARCUB ACQUISITIONS LLC
Reel/Frame 044481/0034 →
CORRECTIVE ASSIGNMENT TO CORRECT THE CHANGE PATENT 7146987 TO 7149687 PREVIOUSLY RECORDED ON REEL 036009 FRAME 0349. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Nov 17, 2015
From: INTERACTIONS LLC
To: ARES VENTURE FINANCE, L.P.
Reel/Frame 037134/0712 →
FIRST AMENDMENT TO INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jul 13, 2015
From: INTERACTIONS LLC
To: SILICON VALLEY BANK
Reel/Frame 036100/0925 →
SECURITY INTEREST Recorded Jun 23, 2015
From: INTERACTIONS LLC
To: ARES VENTURE FINANCE, L.P.
Reel/Frame 036009/0349 →
SECURITY INTEREST Recorded Dec 19, 2014
From: INTERACTIONS LLC
To: ORIX VENTURES, LLC
Reel/Frame 034677/0768 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 16, 2014
From: AT&T ALEX HOLDINGS, LLC
To: INTERACTIONS LLC
Reel/Frame 034642/0640 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 11, 2014
From: AT&T INTELLECTUAL PROPERTY I, L.P.
To: AT&T ALEX HOLDINGS, LLC
Reel/Frame 034482/0130 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 22, 2010
From: JOHNSTON, MICHAEL; BANGALORE, SRINIVAS; FENG, JUNLAN; MISHRA, TANIYA
To: AT&T INTELLECTUAL PROPERTY I, LP
Reel/Frame 025029/0912 →