Abstract: An electronic apparatus and a controlling method thereof are provided. The method of controlling an electronic apparatus according to an embodiment includes: obtaining first text information including a plurality of words, identifying a security level of the first text information based on at least one of a source from which the first text information is obtained or a type of the first text information, obtaining second text information by converting at least one of the plurality of words included in the first text information based on the identified security level, and obtaining first summary sentence information summarizing the second text information through a summary module.

Abstract: 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.

Abstract: 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 abutterance 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.

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

Abstract: A speech recognition device and a method thereof are disclosed. The speech recognition method includes detecting an error word of a recognized received speech, separately encoding a right part and a left part with respect to the detected error word, and decoding while correcting the error word based on a vector of the encoded right and left parts, a last character of the encoded right part, and a last character of the left part.

Abstract: A resonating apparatus includes a dielectric resonator on a dielectric supporting substrate, a fluid dielectric membrane which overspreads the dielectric resonator, and a microstrip line which is arranged in the fluid substrate membrane so that it is coupled with the dielectric resonator. The resonating apparatus reduces the conductivity loss by lengthening the distance between the dielectric supporting substrate in the higher layer and the microstrip line in the lower layer when it is used in a multi-layer circuit such as an MMIC. Further, the resonating apparatus increases the dielectric permittivity by using the dielectric resonator which has high dielectric permittivity as well as the fluid dielectric membrane. In this way, the resonating apparatus obtains high Q.

Abstract: A resonating apparatus in accordance with the present invention comprises a dielectric resonator on a dielectric supporting substrate, a fluid dielectric membrane which overspreads the dielectric resonator, and a microstrip line which is arranged in the fluid substrate membrane so that it is coupled with the dielectric resonator. The resonating apparatus reduces the conductivity loss by lengthening the distance between the dielectric supporting substrate in the higher layer and the microstrip line in the lower layer when it is used in a multiplayer circuit or a MMIC. Further, the resonating apparatus increases the dielectric permittivity by using the dielectric resonator which has high dielectric permittivity and futher including the fluid dielectric membrane. In this way, the resonating apparatus obtains high Q.