Samsung Electronics Co., Ltd.

Sungja Choi

Jaewon Lee

Eunji Lee

Jiyeon Hong

Seonghan Ryu

Yongjin Cho

Donghyeon Lee

Hyeonmok Ko

Inchul Hwang

Jongyoub Ryu

Changho Paeon

Seungchul Lee

Kyenghun Lee

Saebom Jang

Doohwa Hong

Jongsun Lee

Seohyun Back

Yubin Seo

Sechun Kang

Pureum Jung

Haejun Lee

Jonghyun Kim

Sathish Indurthi

Heriberto Cuayahuitl

Eunkyoung Kim

An electronic apparatus includes a memory configured to store personal data associated with a user, a communication interface configured to communicate with a server, and a processor configured to obtain, from the personal data associated with the user stored in the memory and based on a user speech being received, personal data corresponding to the user speech, identify, from the personal data corresponding to the user speech, first sub data corresponding to a private attribute and second sub data corresponding to a public attribute, obtain combination information based on the user speech and the second sub data, transmit, through the communication interface, the combination information to the server, and obtain response information corresponding to the combination information from the server.

Electronic apparatus and controlling method thereof

A method, performed by a hub device, of storing a voice assistant model for controlling a device includes receiving information about a first device connected to the hub device, requesting a voice assistant server to update a device determination model stored in the hub device; receiving the updated device determination model from the voice assistant server and storing the received updated device determination model; requesting, from the voice assistant server, information about a function determination model corresponding to the first device; receiving the information about the function determination model corresponding to the first device from the voice assistant server, and determining whether to store the function determination model in the hub device based on the received information; and based on the function determination model being determined to be stored in the hub device, storing, in the hub device, the function determination model corresponding to the first device.

Hub device, multi-device system including the hub device and plurality of devices, and operating method of the hub device and multi-device system

An electronic apparatus may include a communication interface, a memory configured to store at least one instruction, and one or more processors configured to generate response information based on conversation content received through the communication interface by executing the at least one instruction to: identify a user request by confirming a current request and a previous request of a user in the conversation content, identify whether the user request is a multi-turn request or a single-turn request based on the conversation content, generate a confirmation request to request the user to confirm the user request based on the user request being identified as the single-turn request, and omit a generation of the confirmation request and generate a response corresponding to the user request based on the user request being identified as the multi-turn request.

Electronic apparatus and method to generate response information based on conversation content

Disclosed is an electronic device. The electronic device may execute an application for transmitting and receiving at least one of text data or voice data with another electronic device using the communication module, in response to occurrence of at least one event, based on receiving at least one of text data or voice data from the another electronic device, identify that a confirmation is necessary using the digital assistant based on at least one of text data or voice data being generated based on a characteristic of ab utterance using a digital assistant, generate a notification to request confirmation using the digital assistant based on confirmation being necessary, and output the notification using the application. A method for identifying that a confirmation is necessary may include identifying using voice data or text data that is received from another electronic device using a rule-based or AI algorithm. When a confirmation is necessary is identified using the AI algorithm, the method may use machine learning, neural network, or a deep learning algorithm.

Electronic device and method of controlling thereof

An electronic apparatus is provided. The electronic apparatus includes: a memory configured to store at least one instruction; and a processor configured to execute the at least one instruction to: obtain usage information on an application installed in the electronic apparatus, obtain a natural language understanding model, among a plurality of natural language understanding models, corresponding to the application based on the usage information, perform natural language understanding of a user voice input related to the application based on the natural language understanding model corresponding to the application, and perform an operation of the application based on the preformed natural language understanding.

Electronic apparatus and control method thereof

Disclosed is a method for controlling an electronic apparatus. A method for controlling an electronic apparatus includes: obtaining a speech signal; obtaining a first sentence based on the speech signal and obtaining a first feature value for the first sentence by inputting the first sentence to a natural language understanding module; obtaining first semantic information corresponding to the first sentence and obtaining a second feature value for the first semantic information by inputting the first semantic information to a natural language generation module; and training the natural language understanding module and the natural language generation module to provide the first feature value and the second feature value within a predetermined distance in a vector space.

Electronic apparatus and method for controlling thereof

Artificial intelligence for machine learning to provide an optimized response sentence in reply to an input sentence.

Electronic apparatus and learning method of electronic apparatus

Growing community of inventors

Suwon-si, South Korea

Sungja Choi