Title:
SYSTEM AND METHOD FOR CONTEXT-ENRICHED ATTENTIVE MEMORY NETWORK WITH GLOBAL AND LOCAL ENCODING FOR DIALOGUE BREAKDOWN DETECTION
Document Type and Number:
WIPO Patent Application WO/2020/204655
Kind Code:
A1
Abstract:
A method, an electronic device and computer readable medium for dialogue breakdown detection are provided. The method includes obtaining a verbal input from an audio sensor. The method also includes generating a reply to the verbal input. The method additionally includes identifying a local context from the verbal input and a global context from the verbal input, additional verbal inputs previously received by the audio sensor, and previous replies generated in response to the additional verbal inputs. The method further includes identifying a dialogue breakdown in response to determining that the reply does not correspond to the local context and the global context. In addition, the method includes generating sound corresponding to the reply through a speaker when the dialogue breakdown is not identified.
Inventors:
SHIN JONGHO (US)
DIRAFZOON ALIREZA (US)
ANSHU AVIRAL (US)
DIRAFZOON ALIREZA (US)
ANSHU AVIRAL (US)
Application Number:
PCT/KR2020/004575
Publication Date:
October 08, 2020
Filing Date:
April 03, 2020
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06F40/35; G06F3/16; G06F11/32; G10L15/28
Foreign References:
| US20100023320A1 | 2010-01-28 | |||
| US20160259775A1 | 2016-09-08 | |||
| US20060095268A1 | 2006-05-04 | |||
| KR20110066357A | 2011-06-17 | |||
| US20090141871A1 | 2009-06-04 |
Other References:
TAKAYAMA JUNYA ET AL.: "Dialogue breakdown detection robust to variations in annotators and dialogue systems", COMPUTER SPEECH AND LANGUAGE, vol. 54, 29 August 2018 (2018-08-29), pages 31 - 43, XP055888874, ISSN: 0885-2308, DOI: 10.1016/j.csl.2018.08.007
XIE ZEYING ET AL., DIALOGUE BREAKDOWN DETECTION USING HIERARCHICAL BI-DIRECTIONAL LSTMS, 10 December 2017 (2017-12-10)
PARK CHANYOUNG ET AL., ATTENTION-BASED DIALOG EMBEDDING FOR DIALOG BREAKDOWN DETECTION, 10 December 2017 (2017-12-10), pages 1 - 5
See also references of EP 3915039A4
XIE ZEYING ET AL., DIALOGUE BREAKDOWN DETECTION USING HIERARCHICAL BI-DIRECTIONAL LSTMS, 10 December 2017 (2017-12-10)
PARK CHANYOUNG ET AL., ATTENTION-BASED DIALOG EMBEDDING FOR DIALOG BREAKDOWN DETECTION, 10 December 2017 (2017-12-10), pages 1 - 5
See also references of EP 3915039A4
Attorney, Agent or Firm:
Y.P.LEE,MOCK & PARTNERS (KR)
Download PDF: