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1.发明申请公开(公告)号：US20150334443A1
公开(公告)日：2015-11-19
申请号：US14612394
申请日：2015-02-03
发明人： Jeon Gue PARK , Eui Sok CHUNG
IPC分类号： H04N21/422 , G10L15/22 , H04N21/482
CPC分类号： G10L15/22 , G10L2015/223 , H04N21/42203 , H04N21/42204 , H04N21/4828
摘要： A speech recognition broadcasting apparatus that uses a smart remote control and a controlling method thereof, the method including receiving a runtime resource for speech recognition from a speech recognition server; receiving a speech signal from the smart remote control; recognizing the speech signal based on the received runtime resource for speech recognition; transmitting a result of recognition of the speech signal to the smart remote control; receiving at least one of EPG (Electronic Program Guide) search information or control information of the speech recognition broadcasting apparatus that are based on the result of recognition from the smart remote control; and outputting a search screen or controlling the speech recognition broadcasting apparatus based on the EPG search information or control information of the speech recognition broadcasting apparatus.
摘要翻译： 一种使用智能遥控器的语音识别广播装置及其控制方法，所述方法包括从语音识别服务器接收用于语音识别的运行时间资源; 从智能遥控器接收语音信号; 基于所接收的用于语音识别的运行时资源识别语音信号; 将所述语音信号的识别结果发送给所述智能遥控器; 从智能遥控器接收基于识别结果的EPG（电子节目指南）搜索信息或语音识别广播设备的控制信息中的至少一个; 并根据EPG搜索信息或语音识别广播设备的控制信息输出搜索屏幕或控制语音识别广播设备。
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公开(公告)号：US20190325025A1
公开(公告)日：2019-10-24
申请号：US16217804
申请日：2018-12-12
发明人： Ho Young JUNG , Hyun Woo KIM , Hwa Jeon SONG , Eui Sok CHUNG , Jeon Gue PARK
摘要： Provided are a neural network memory computing system and method. The neural network memory computing system includes a first processor configured to learn a sense-making process on the basis of sense-making multimodal training data stored in a database, receive multiple modalities, and output a sense-making result on the basis of results of the learning, and a second processor configured to generate a sense-making training set for the first processor to increase knowledge for learning a sense-making process and provide the generated sense-making training set to the first processor.
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3.发明申请公开(公告)号：US20220180071A1
公开(公告)日：2022-06-09
申请号：US17540768
申请日：2021-12-02
发明人： Eui Sok CHUNG , Hyun Woo KIM , Gyeong Moon PARK , Jeon Gue PARK , Hwa Jeon SONG , Byung Hyun YOO , Ran HAN
IPC分类号： G06F40/40 , G06F40/284 , G06F40/216
摘要： Provided are a system and method for adaptive masking and non-directional language understanding and generation. The system for adaptive masking and non-directional language understanding and generation according to the present invention includes an encoder unit including an adaptive masking block for performing masking on training data, a language generator for restoring masked words, and an encoder for detecting whether or not the restored sentence construction words are original, and a decoder unit including a generation word position detector for detecting a position of a word to be generated next, a language generator for determining a word suitable for the corresponding position, and a non-directional training data generator for decoder training.
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4.发明申请公开(公告)号：US20200219166A1
公开(公告)日：2020-07-09
申请号：US16711934
申请日：2019-12-12
发明人： Hyun Woo KIM , Hwa Jeon SONG , Eui Sok CHUNG , Ho Young JUNG , Jeon Gue PARK , Yun Keun LEE
摘要： A method and apparatus for estimating a user's requirement through a neural network which are capable of reading and writing a working memory and for providing fashion coordination knowledge appropriate for the requirement through the neural network using a long-term memory, by using the neural network using an explicit memory, in order to accurately provide the fashion coordination knowledge. The apparatus includes a language embedding unit for embedding a user's question and a previously created answer to acquire a digitized embedding vector; a fashion coordination knowledge creation unit for creating fashion coordination through the neural network having the explicit memory by using the embedding vector as an input; and a dialog creation unit for creating dialog content for configuring the fashion coordination through the neural network having the explicit memory by using the fashion coordination knowledge and the embedding vector an input.
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公开(公告)号：US20200175119A1
公开(公告)日：2020-06-04
申请号：US16671773
申请日：2019-11-01
发明人： Eui Sok CHUNG , Hyun Woo KIM , Hwa Jeon SONG , Ho Young JUNG , Byung Ok KANG , Jeon Gue PARK , Yoo Rhee OH , Yun Keun LEE
摘要： Provided are sentence embedding method and apparatus based on subword embedding and skip-thoughts. To integrate skip-thought sentence embedding learning methodology with a subword embedding technique, a skip-thought sentence embedding learning method based on subword embedding and methodology for simultaneously learning subword embedding learning and skip-thought sentence embedding learning, that is, multitask learning methodology, are provided as methodology for applying intra-sentence contextual information to subword embedding in the case of subword embedding learning. This makes it possible to apply a sentence embedding approach to agglutinative languages such as Korean in a bag-of-words form. Also, skip-thought sentence embedding learning methodology is integrated with a subword embedding technique such that intra-sentence contextual information can be used in the case of subword embedding learning. A proposed model minimizes additional training parameters based on sentence embedding such that most training results may be accumulated in a subword embedding parameter.
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6.发明公开公开(公告)号：US20240160859A1
公开(公告)日：2024-05-16
申请号：US18507953
申请日：2023-11-13
发明人： Eui Sok CHUNG , Hyun Woo KIM , Jeon Gue PARK , Hwa Jeon SONG , Jeong Min YANG , Byung Hyun YOO , Ran HAN
IPC分类号： G06F40/40
CPC分类号： G06F40/40
摘要： The present invention relates to a multi-modality system for recommending multiple items using an interaction and a method of operating the same. The multi-modality system includes an interaction data preprocessing module that preprocesses an interaction data set and converts the preprocessed interaction data set into interaction training data; an item data preprocessing module that preprocesses item information data and converts the preprocessed item information data into item training data; and a learning module that includes a neural network model that is trained using the interaction training data and the item training data and outputs a result including a set of recommended items using a conversation context with a user as input.
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公开(公告)号：US20210374545A1
公开(公告)日：2021-12-02
申请号：US17332464
申请日：2021-05-27
发明人： Hyun Woo KIM , Jeon Gue PARK , Hwa Jeon SONG , Yoo Rhee OH , Byung Hyun YOO , Eui Sok CHUNG , Ran HAN
摘要： A knowledge increasing method includes calculating uncertainty of knowledge obtained from a neural network using an explicit memory, determining the insufficiency of the knowledge on the basis of the calculated uncertainty, obtaining additional data (learning data) for increasing insufficient knowledge, and training the neural network by using the additional data to autonomously increase knowledge.
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公开(公告)号：US20210089904A1
公开(公告)日：2021-03-25
申请号：US17024062
申请日：2020-09-17
发明人： Eui Sok CHUNG , Hyun Woo KIM , Hwa Jeon SONG , Yoo Rhee OH , Byung Hyun YOO , Ran HAN
摘要： The present invention provides a new learning method where regularization of a conventional model is reinforced by using an adversarial learning method. Also, a conventional method has a problem of word embedding having only a single meaning, but the present invention solves a problem of the related art by applying a self-attention model.
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公开(公告)号：US20140129233A1
公开(公告)日：2014-05-08
申请号：US13853855
申请日：2013-03-29
发明人： Eui Sok CHUNG , Yun Keun LEE , Hyung Bae JEON , Ho Young JUNG , Jeom Ja KANG
摘要： Disclosed is apparatus and system for user interface. The apparatus for user interface comprises a body unit including a groove which is corresponding to a structure of an oral cavity and operable to be mounted on upper part of the oral cavity; a user input unit receiving a signal from the user's tongue in a part of the body unit; a communication unit transmitting the signal received from the user input unit; and a charging unit supplying an electrical energy generated from vibration or pressure caused by movement of the user's tongue.
摘要翻译： 公开了用于用户界面的装置和系统。 用于用户界面的装置包括主体单元，其包括对应于口腔结构并可操作以安装在口腔上部的凹槽; 用户输入单元，在身体单元的一部分中接收来自用户舌头的信号; 通信单元，发送从用户输入单元接收的信号; 以及充电单元，其提供由用户舌头的移动引起的振动或压力产生的电能。
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公开(公告)号：US20210398004A1
公开(公告)日：2021-12-23
申请号：US17353136
申请日：2021-06-21
发明人： Hyun Woo KIM , Gyeong Moon PARK , Jeon Gue PARK , Hwa Jeon SONG , Byung Hyun YOO , Eui Sok CHUNG , Ran HAN
摘要： Provided are a method and apparatus for online Bayesian few-shot learning. The present invention provides a method and apparatus for online Bayesian few-shot learning in which multi-domain-based online learning and few-shot learning are integrated when domains of tasks having data are sequentially given.
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