查看更多>>摘要：From the background information supplied by the inventors, news correspondents obtained the following quote: 'Automatic speech recognition is a widely used tech nique for converting speech to text. Many organizations rely on ASR for customer service analysis and training of machine learning models. For example, organiza tions utilize ASR for transcribing customers' telephone conversations with custo mer service agents for use in training agents how to provide more efficient serv ices to customers. Additionally, organizations rely on ASR for identification of fraudulent activity, such as a fraudster attempting to speak with a customer se rvice agent as if he or she was a legitimate customer. Thus, the accuracy of ASR model transcription is important for purposes of both training and any downstre am modeling.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: 'Recent years have seen a significant development in systems that utilize web-based and mobile-based applications to manage user accounts and digital information for user accounts in real time. For example, many convent ional applications provide various graphical user interfaces (GUIs) to present d igital information and options to client devices. This often includes determinin g or calculating account-specific values or limits and communicating such inform ation via the web-based and mobile-based applications. Although conventional sys tems attempt to determine and communicate digital information to user accounts o n web-based and mobile-based applications, such conventional systems face a numb er of technical shortcomings, particularly with regard to flexible and efficient user interfaces that display obscure, non-transparent outputs from computer-bas ed models.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: 'Electronic device manufacturing systems typically include process tools having multiple process chambers and one or more load-lock chamber s, which may be connected to a transfer chamber. Such process chambers may be us ed to carry out any number of processes on substrates (e.g., silicon-containing wafers, both patterned and unpatterned, masked wafers, glass plates, silica-cont aining articles, and so forth) such as deposition, oxidation, nitration, etching, polishing, cleaning, lithography, metrology, and so forth.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: 'Augmented reality allows users to enhance a physical world experience with computer-generated input. Augmented reality experiences are int eractive experiences that can enhanced by multiple sensory modalities.' As a supplement to the background information on this patent, NewsRx corresponde nts also obtained the inventors' summary information for this patent: 'The follo wing paragraphs describe an improved AR experience system that leverages compute r vision capabilities to understand semantics and physical shapes of the real-wo rld. The AR experience system can be used to construct a puzzle, game, or other interactive AR experience for a user, in real-time. The AR experience system con structs different interactive AR experiences for users based on commonalities in the real-world.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: 'One important problem in the field of robotics is environment al perception. This involves sensing the environment of an autonomous or semi-au tonomous, or automated or semi-automated operating machine with sensors and reco gnizing it with pattern recognition methods, therefore converting the sensor dat a into a symbolic description of relevant aspects of the environment. This symbo lic description then forms the basis for performing actions in the environment c orresponding to the application or intended use of the machine. A typical exampl e of symbolic representation of the environment is to describe static and dynami c objects using attributes that, for example, characterize the location, shape, size, speed, and so forth, of the respective object. The attributes that show the symbolic representation are referred to as the label. For example, the objects can be obstacles with which a collision must be avoided.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from biorxiv.org: 'Machine learning methods offer time- and cost-effective means for identifying n ovel chemical matter as well as guiding experimental efforts to map enormous com pound-kinase interaction spaces. 'However, considerable challenges for compound-kinase interaction modeling arise from the heterogeneity of available bioactivity readouts, including single-dose compound profiling results, such as percentage inhibition, and multi-dose-respo nse results, such as IC50. Standard activity prediction approaches utilize only dose-response data in the model training, disregarding a substantial portion of available information contained in single-dose measurements. Here, we propose a novel machine learning methodology for compound-kinase activity prediction that leverages both single-dose and dose-response data.
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