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公开(公告)号:US20240362403A1
公开(公告)日:2024-10-31
申请号:US18766745
申请日:2024-07-09
发明人: Jeremy GOODSITT , Anh TRUONG , Fardin Abdi Taghi ABAD , Mark WATSON , Reza FARIVAR , Austin WALTERS
IPC分类号: G06F40/16 , G06F40/103 , G06F40/186 , G06N20/00 , G06Q30/0241 , G06Q30/0251
CPC分类号: G06F40/16 , G06F40/103 , G06F40/186 , G06N20/00 , G06Q30/0251 , G06Q30/0277
摘要: Embodiments disclosed herein provide for dynamically modifying image and/or video content based on user preferences. Embodiments provide a server, a database containing user preference information and one or more content templates, and a content generator comprising a plurality of generative adversarial networks, wherein each generative adversarial network is associated with a corresponding style transfer, and the content generator is configured to apply one or more style transfers to a base image to convert the base image into a desired style. Once created, the customized content is sent to a client device to for display.
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公开(公告)号:US20240193158A1
公开(公告)日:2024-06-13
申请号:US18587716
申请日:2024-02-26
发明人: Jeremy Edward GOODSITT , Austin Grant WALTERS , Reza FARIVAR , Mark Louis WATSON , Anh TRUONG , Galen RAFFERTY , Vincent PHAM
IPC分类号: G06F16/242 , G06F16/332 , G06F16/35 , G06F16/36 , G06N20/00
CPC分类号: G06F16/243 , G06F16/3329 , G06F16/35 , G06N20/00 , G06F16/374
摘要: Various embodiments are directed to a system that utilizes regular expression (regex) to recognize at least portions of characters, words, text, numbers, etc. in a structured or unstructured dataset, any patterns associated therewith, and/or similarities between the determined patterns. In examples, a regex-based pattern recognition platform may receive a dataset and determine whether at least a first regex pattern and a second regex pattern can be identified. The occurrences of the first and second regex patterns and the frequency of those occurrences may reveal something about the dataset itself or any patterns contained therein.
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公开(公告)号:US20230359821A1
公开(公告)日:2023-11-09
申请号:US18220900
申请日:2023-07-12
发明人: Galen Rafferty , Reza FARIVAR , Anh TRUONG , Jeremy GOODSITT , Vincent PHAM , Austin WALTERS
IPC分类号: G06F40/279 , G10L13/08 , G10L13/00
CPC分类号: G06F40/279 , G10L13/00 , G10L13/08
摘要: Disclosed herein are system, method, and computer program product embodiments for a text-to-speech system. An embodiment operates by identifying a portion of content of the document, that is to be replaced with a summary associated with the content responsive to a request for an audible version of the document. A first request for the audible version of the document is received. A first summary of the content at a first level of detail is generated. The first summary is audibly output. A second request for additional information is received. A second summary of the content at different level of detail is generated. The second summary of the content at the second level of detail is audibly output.
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公开(公告)号:US20230297446A1
公开(公告)日:2023-09-21
申请号:US18321370
申请日:2023-05-22
发明人: Anh TRUONG , Fardin ABDI TAGHI ABAD , Jeremy GOODSITT , Austin WALTERS , Mark WATSON , Vincent PHAM , Kate KEY , Reza FARIVAR , Kenneth TAYLOR
IPC分类号: G06F9/54 , G06N20/00 , G06F17/16 , G06N3/04 , G06F11/36 , G06N3/088 , G06F21/62 , G06N5/04 , G06F17/15 , G06T7/194 , G06T7/254 , G06T7/246 , G06F16/2455 , G06F16/22 , G06F16/28 , G06F16/906 , G06F16/93 , G06F16/903 , G06F16/9038 , G06F16/9032 , G06F16/25 , G06F16/335 , G06F16/242 , G06F16/248 , G06F30/20 , G06F40/166 , G06F40/117 , G06F40/20 , G06F8/71 , G06F17/18 , G06F21/55 , G06F21/60 , G06N7/00 , G06Q10/04 , G06T11/00 , H04L9/40 , H04L67/306 , H04L67/00 , H04N21/234 , H04N21/81 , G06N5/00 , G06N5/02 , G06V30/196 , G06F18/22 , G06F18/23 , G06F18/24 , G06F18/40 , G06F18/213 , G06F18/214 , G06F18/21 , G06F18/20 , G06F18/2115 , G06F18/2411 , G06F18/2415 , G06N3/044 , G06N3/045 , G06N7/01 , G06V30/194 , G06V10/98 , G06V10/70 , G06N3/08
CPC分类号: G06F9/541 , G06N20/00 , G06F17/16 , G06N3/04 , G06F11/3628 , G06N3/088 , G06F21/6254 , G06N5/04 , G06F17/15 , G06F21/6245 , G06T7/194 , G06T7/254 , G06T7/246 , G06T7/248 , G06F16/24568 , G06F16/2237 , G06F16/285 , G06F16/906 , G06F16/93 , G06F16/90335 , G06F16/9038 , G06F16/90332 , G06F16/258 , G06F16/288 , G06F16/283 , G06F16/335 , G06F16/2264 , G06F16/2423 , G06F16/248 , G06F16/254 , G06F30/20 , G06F40/166 , G06F40/117 , G06F40/20 , G06F8/71 , G06F9/54 , G06F9/547 , G06F11/3608 , G06F11/3636 , G06F17/18 , G06F21/552 , G06F21/60 , G06N7/00 , G06Q10/04 , G06T11/001 , H04L63/1416 , H04L63/1491 , H04L67/306 , H04L67/34 , H04N21/23412 , H04N21/8153 , G06N5/00 , G06N5/02 , G06V30/1985 , G06F18/22 , G06F18/23 , G06F18/24 , G06F18/40 , G06F18/213 , G06F18/214 , G06F18/217 , G06F18/285 , G06F18/2115 , G06F18/2148 , G06F18/2193 , G06F18/2411 , G06F18/2415 , G06N3/044 , G06N3/045 , G06N7/01 , G06V30/194 , G06V10/993 , G06V10/768 , G06N3/08 , G06T2207/20084 , G06T2207/10016 , G06T2207/20081
摘要: Methods for generating data models using a generative adversarial network can begin by receiving a data model generation request by a model optimizer from an interface. The model optimizer can provision computing resources with a data model. As a further step, a synthetic dataset for training the data model can be generated using a generative network of a generative adversarial network, the generative network trained to generate output data differing at least a predetermined amount from a reference dataset according to a similarity metric. The computing resources can train the data model using the synthetic dataset. The model optimizer can evaluate performance criteria of the data model and, based on the evaluation of the performance criteria of the data model, store the data model and metadata of the data model in a model storage. The data model can then be used to process production data.
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公开(公告)号:US20230289665A1
公开(公告)日:2023-09-14
申请号:US18124397
申请日:2023-03-21
发明人: Jeremy GOODSITT , Anh TRUONG , Reza FARIVAR , Fardin Abdi Taghi ABAD , Mark WATSON , Vincent PHAM , Austin WALTERS
IPC分类号: G06N20/10 , G06N20/00 , G06F18/24 , G06F18/214
CPC分类号: G06N20/10 , G06N20/00 , G06F18/24 , G06F18/214
摘要: An exemplary system, method, and computer-accessible medium can include, for example, (a) receiving a dataset(s), (b) determining if a misclassification(s) is generated during a training of a model(s) on the dataset(s), (c) generating a synthetic dataset(s) based on the misclassification(s), and (d) determining if the misclassification(s) is generated during the training of the model(s) on the synthetic dataset(s). The dataset(s) can include a plurality of data types. The misclassification(s) can be determined by determining if one of the data types is misclassified. The dataset(s) can include an identification of each of the data types in the dataset(s).
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公开(公告)号:US20230197092A1
公开(公告)日:2023-06-22
申请号:US18168881
申请日:2023-02-14
发明人: Ahn TRUONG , Mark WATSON , Jeremy GOODSITT , Vincent PHAM , Fardin ABDI TAGHI ABAD , Kate KEY , Austin WALTERS , Reza FARIVAR
IPC分类号: G10L21/003 , G06V10/44 , G10L17/00 , G06F21/32 , G06V40/20 , G06V10/82 , G06V40/16 , G10L13/033 , G10L13/027
CPC分类号: G10L21/003 , G06V10/454 , G10L17/00 , G06F21/32 , G06V40/28 , G06V10/82 , G06V40/174 , G10L13/0335 , G10L13/027
摘要: Methods and systems for providing changes to a live voice stream of a person are disclosed. A change to be made to the live voice stream based on user information can be identified. The live voice stream can be changed based on the user information.
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公开(公告)号:US20230153330A1
公开(公告)日:2023-05-18
申请号:US18097524
申请日:2023-01-17
发明人: Mark WATSON , Reza FARIVAR , Austin WALTERS , Jeremy GOODSITT , Vincent PHAM , Anh TRUONG , Galen RAFFERTY
CPC分类号: G06F16/285 , G06N5/04 , G06N20/00 , G06F7/08
摘要: Disclosed herein are system, method, and apparatus for generating labels for k-means clusters. The method includes accessing a plurality of data records from a database repository, and storing the plurality of data records into at least one of primary or secondary memory associated with at least one computer processor performing the method, along with a cluster number for each data record. All data records having a same cluster number form a cluster, and each record has been categorized or designated a cluster number out of a total K number of clusters. The method includes for each of a plurality of classification features, performing cluster-based analysis for a first cluster with respect to a single feature to generate a single feature overlap score. The method includes sorting, grouping, and generating a naming label for the first cluster based on the predetermined number of features having the lowest overlap scores.
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公开(公告)号:US20230050601A1
公开(公告)日:2023-02-16
申请号:US17979257
申请日:2022-11-02
发明人: Kenneth TAYLOR , Austin Grant WALTERS , Jeremy Edward GOODSITT , Fardin ABDI TAGHI ABAD , Reza FARIVAR , Vincent PHAM , Anh TRUONG
IPC分类号: H04N21/235 , G06F16/48 , H04L9/06 , H04N21/845 , H04L9/00
摘要: Disclosed are examples for providing functions to receive a media file to be stored in a media repository. In the examples, a location in the media repository may be assigned to the media file. A media file address in a blockchain platform may be assigned to the media file. Metadata including the assigned location in the media repository and the assigned media file address in the blockchain platform may be added to the media file. A media file hash value may be generated by applying a hash function to the media file including the metadata. The media file hash value may be included in a message and uploaded to the assigned media file address in the blockchain platform as a transaction in the blockchain. An indication that the media file is uploaded to the media repository may be delivered to a subscriber device from which the media file was received.
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公开(公告)号:US20230016044A1
公开(公告)日:2023-01-19
申请号:US17873919
申请日:2022-07-26
摘要: Various embodiments are generally directed to techniques for creating and utilizing multidimensional embedding spaces for data objects, such as to condition the data for input to a neural network, for instance. Some embodiments are particularly directed to converting semi-structured data, such as a set of data objects, into object vector sets mapped to a multidimensional embedding space. In many embodiments, an embedding space for a set of data objects may be customized with a set of dimensions that correspond to various characteristics of the set of data objects. These and other embodiments are described and claimed.
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公开(公告)号:US20220398499A1
公开(公告)日:2022-12-15
申请号:US17843066
申请日:2022-06-17
发明人: Fardin ABDI TAGHI ABAD , Austin Grant WALTERS , Jeremy Edward GOODSITT , Reza FARIVAR , Vincent PHAM , Anh TRUONG
IPC分类号: G06N20/00 , G06F16/31 , G06Q30/00 , G06F40/30 , G06F40/47 , G06F40/56 , G06F40/247 , G06F40/268
摘要: Logic may adjust communications between customers. Logic may cluster customers into a first group associated with a first subset of synonyms and a second group associated with a second subset of the synonyms. Logic may associate a first tag with the first group and with each of the synonyms of the first subset. Logic may associate a second tag with the second group and with each of the synonyms of the second subset. Logic may associate one or more models with pairs of the groups. A first pair may comprise the first group and the second group. The first model associated with the first pair may adjust words in communications between the first group and the second group, based on the synonyms associated with the first pair, by replacement of words in a communication between customers of the first subset and customers of the second sub set.
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