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1. WO2022092440 - ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR

Publication Number WO/2022/092440
Publication Date 05.05.2022
International Application No. PCT/KR2020/018985
International Filing Date 23.12.2020
IPC
G06N 3/08 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G10L 13/08 2006.1
GPHYSICS
10MUSICAL INSTRUMENTS; ACOUSTICS
LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
13Speech synthesis; Text to speech systems
08Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determination
G10L 15/26 2006.1
GPHYSICS
10MUSICAL INSTRUMENTS; ACOUSTICS
LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
15Speech recognition
26Speech to text systems
G10L 25/30 2013.1
GPHYSICS
10MUSICAL INSTRUMENTS; ACOUSTICS
LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
25Speech or voice analysis techniques not restricted to a single one of groups G10L15/-G10L21/129
27characterised by the analysis technique
30using neural networks
Applicants
  • 삼성전자주식회사 SAMSUNG ELECTRONICS CO., LTD. [KR]/[KR]
Inventors
  • 이강욱 LEE, Kangwook
Agents
  • 김태헌 KIM, Tae-hun
  • 정홍식 JEONG, Hong-sik
Priority Data
10-2020-013959526.10.2020KR
Publication Language Korean (ko)
Filing Language Korean (KO)
Designated States
Title
(EN) ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR
(FR) DISPOSITIF ÉLECTRONIQUE ET SON PROCÉDÉ DE COMMANDE
(KO) 전자 장치 및 그 제어 방법
Abstract
(EN) An electronic device and a control method therefor are disclosed. The present electronic device comprises: a memory for storing a neural network model; and a processor for acquiring output data by inputting input data into the neural network model, wherein the neural network model is a model trained to output a first modality corresponding to first output data, if a second modality is inputted on the basis of a comparison between the first output data based on the inputted first modality and the second output data based on the inputted second modality, and the second modality can include at least one masking element.
(FR) Sont divulgués un dispositif électronique et son procédé de commande. Le dispositif électronique d'après la présente invention comprend : une mémoire destinée à stocker un modèle de réseau neuronal ; et un processeur destiné à acquérir des données de sortie en entrant des données d'entrée dans le modèle de réseau neuronal. Le modèle de réseau neuronal est un modèle formé de façon à délivrer en sortie une première modalité correspondant à des premières données de sortie si une seconde modalité est entrée en fonction d'une comparaison entre les premières données de sortie basées sur la première modalité entrée et les secondes données de sortie basées sur la seconde modalité entrée. La seconde modalité peut comprendre au moins un élément de masquage.
(KO) 전자 장치 및 그 제어 방법이 개시된다. 본 전자 장치는, 신경망 모델을 저장하는 메모리 및 입력 데이터를 상기 신경망 모델에 입력하여 출력 데이터를 획득하는 프로세서를 포함하고, 상기 신경망 모델은, 입력된 제1 모달리티에 기초한 제1 출력 데이터 및 입력된 제2 모달리티에 기초한 제2 출력 데이터의 비교에 기초하여, 상기 제2 모달리티가 입력되면, 상기 제1 출력 데이터에 대응되는 상기 제1 모달리티를 출력하도록 학습된 모델이며, 상기 제2 모달리티는, 적어도 하나의 마스킹 요소를 포함할 수 있다.
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