Abstract: A method may include obtaining first audio data of a first communication session between a first and second device and during the first communication session, obtaining a first text string that is a transcription of the first audio data and training a model of an automatic speech recognition system using the first text string and the first audio data. The method may further include in response to completion of the training, deleting the first audio data and the first text string and after deleting the first audio data and the first text string, obtaining second audio data of a second communication session between a third and fourth device and during the second communication session obtaining a second text string that is a transcription of the second audio data and further training the model of the automatic speech recognition system using the second text string and the second audio data.

Abstract: Systems and methods that may facilitate synchronizing the presentation of a program on multiple devices are disclosed. Amounts by which each device may delay its presentation of a program may be determined and/or sent to the devices.

Abstract: Systems, methods, and computer-readable media herein provide for adjustment of a spectrum sharing allocation between devices operating on 5G and/or 6G technologies. An inter-operator scheduler receives common signals associated with 5G and/or 6G devices and determines time and/or frequency divisions and configurations to a shared technology spectrum to allocate spectrum resources. In response to determining an allocation of the shared spectrum, the shared spectrum can be efficiently shared among 5G and 6G devices in a dynamic and flexible manner.

Abstract: This disclosure relates to, among other things, managing data communicated between systems, services, and/or devices using explicit private networking techniques that provide relatively robust end-to-end security. In some embodiments, explicit private networking techniques may protect data in transit and/or as at rest and/or in use in potentially hostile environments. In various embodiments, an explicit private networking techniques architecture may protect connected device data where and when it is generated by encrypting it and maintaining that protection until it is consumed in a trusted information platform and/or service that uses identity and access management services to identify, authenticate, and/or authorize permissions to read, modify, and/or collaborate with that data and/or control devices and/or issue associated device commands.

Abstract: A system and method for cybersecurity inspection of private software registries is presented. The method includes: deploying an inspection broker in a computing environment, the inspection broker configured to communicate with a private registry of the computing environment; configuring the inspection broker to access the private registry for a list of objects stored in the private registry; selecting an object from the private registry for cybersecurity inspection; inspecting the object for a cybersecurity object in the computing environment; generating an inspection result based on detection of the cybersecurity object; sending the inspection result to an inspection environment, the inspection environment including a representation of the computing environment; and initiating a mitigation action based on the inspection result, the mitigation action generated in response to an instruction from the inspection environment.

Abstract: Apparatus and associated methods relate to a singular event notification system (SENS). In an illustrative example, the SENS may automatically authenticate a singular event signal and dynamically generate an event action package as a function of an event notification signal. The operation, for example, may include retrieving a user notification profile (UNP) associated with a user account upon receiving an event notification signal (ENS). For example, the UNP may include relevant entities to be notified in response to the ENS. If the ENS is authorized based on the UNP, for example, the SENS apply an action model to the UNP to generate an event action package to be transmitted to a predetermined destination. For example, the event action package may include customized forms and contact instructions generated based on entities identified based on the UNP. Various embodiments may advantageously generate a timely and secure response to the relevant entities.

Abstract: An apparatus for electric power conversion includes a converter having a regulating circuit and switching network. The regulating circuit has magnetic storage elements, and switches connected to the magnetic storage elements and controllable to switch between switching configurations. The regulating circuit maintains an average DC current through a magnetic storage element. The switching network includes charge storage elements connected to switches that are controllable to switch between plural switch configurations. In one configuration, the switches forms an arrangement of charge storage elements in which at least one charge storage element is charged using the magnetic storage element through the network input or output port. In another, the switches form an arrangement of charge storage elements in which an element discharges using the magnetic storage element through one of the input port and output port of the switching network.

Abstract: In an approach for assisting a user to remain focused on a task, a processor collects a plurality of information regarding one or more digital activities of a user. A processor tokenizes the plurality of information into one or more vectorized embeddings. Responsive to determining that the user has engaged a focus mode, a processor intercepts one or more communications. A processor synthesizes, utilizing a large language model and the one or more vectorized embeddings, one or more natural language responses to the one or more communications. A processor transmits the one or more natural language responses to one or more originating users of the one or more communications. Responsive to determining that the user has ended the focus mode, a processor displays a summary of the one or more communications and the one or more natural language responses transmitted while the user was in the focus mode.

Abstract: An integrated circuit comprising instruction processing circuitry for processing a plurality of program instructions and instruction prediction circuitry. The instruction prediction circuitry comprises circuitry for detecting successive occurrences of a same program loop sequence of program instructions. The instruction prediction circuitry also comprises circuitry for predicting a number of iterations of the same program loop sequence of program instructions, in response to detecting, by the circuitry for detecting, that a second occurrence of the same program loop sequence of program instructions comprises a same number of iterations as a first occurrence of the same program loop sequence of program instructions.

Abstract: Systems and processes for generating audio books from text are provided. An example process includes, at an electronic device having one or more processors and memory: receiving a text including at least a first subset and a second subset, wherein at least a portion of the first subset overlaps with at least a portion of the second subset; determining, based on the text, a prosody for a speech output, wherein the prosody is representative of a genre; determining a semantic meaning of the text; and generating, based on the prosody and the semantic meaning, the speech output of the text.

Abstract: Systems, methods, and computer program products are disclosed for adaptive downmixing of audio signals with improved continuity. An audio encoding system receives an input multi-channel audio signal including a primary input audio channel and L non-primary input audio channels. The system determines a set of L input gains. For each of the channels and gains, the system forms a respective scaled non-primary input audio channel. The system forms a primary output audio channel from the sum of the primary input audio channel and the scaled non-primary input audio channels. The system determines a set of L prediction gains. The system forms a prediction channel from the primary output audio channel. The system forms L non-primary output audio channels. The system forms an output multi-channel audio signal from the primary output audio channel and the L non-primary output audio channels.

Abstract: Systems, methods and apparatus for creating, analyzing and updating a property inventory are disclosed which include receiving, from a user operating a mobile device, a request to add a new item of property to an insurance inventory associated with an insurance policy, the request including information identifying the new item, at least a first image of the new item, and information identifying a location of the new item. An insurance inventory system is operated to add the new item to an insurance inventory associated with the insurance policy, the updating including computing a total current value of the insurance inventory including the new item. A coverage engine is operated to compare coverage limits associated with the insurance policy to the total current value of the insurance inventory to determine if the total current value is within a coverage limit of the insurance policy. A response is transmitted to the user based on the determination.

Abstract: Systems and methods for improved payroll management in a freelance driven industry is provided. Payroll documents may be uploaded through a web portal to the payroll management system as a digital image. The document is then split into individual pages, each page representing a “form”, and subjected to optical character recognition (OCR) to generate a machine readable document, which are then matched to one of many possible form types. This matching may rely upon keyword disambiguation and/or machine learning classifications. Data is extracted from the form using a coordinate identification system. The forms may be reconstituted as standardized forms. These standardized forms are then stitched together into packets by user, by employing logic. The hourly gross compensation for the user is calculated, responsive to constraints collected from many sources (including contractual constraints, statutory constraints, and union imposed constraints).

Abstract: Aspects of the present disclosure provide a bonding device for bonding two wafers. For example, the bonding device can include a first bonding chuck and a second bonding chuck. The first bonding chuck can have a first bonding head for a first wafer to be mounted thereon. The second bonding chuck can have a plurality of second bonding heads for a second wafer to be mounted thereon. The second bonding heads can be controlled individually to apply local pressures onto the second wafer to move the second wafer toward the first wafer to bond the second wafer to the first wafer, the local pressures corresponding to bow measurement of the first wafer and the second wafer.

Abstract: An embolic coil implant having a stretch resistant fiber therethrough and dual-functional engagement feature at its proximal end is provided. The stretch resistant fiber can be effective to limiting separation of windings of the embolic coil. The engagement feature can provide an attachment for securing the embolic coil to an engagement system of a delivery tube and for securing the stretch resistant fiber at the proximal end of the embolic coil. The engagement feature can have two engagement surfaces affixed to a proximal end of the embolic coil that are longitudinally offset from each other by a distance that is about half of a diameter of a wire of the embolic coil.

Abstract: A method for producing a surgical instrument is disclosed. The method comprises obtaining a handle, wherein the handle comprises a distal end comprising a shaft interface surface and a first set of magnetic elements. The method further comprises obtaining a shaft, wherein the shaft comprises a proximal end comprising a handle interface surface, a second set of magnetic elements, and a third set of magnetic elements. The method further comprises attaching the shaft to the handle, wherein the shaft interface surface is configured to engage the shaft at the handle interface surface, wherein an attractive magnetic force is configured to pull the handle towards the shaft when the first set of magnetic elements interact with the second magnetic elements, and wherein a repulsive magnetic force is configured to repel the handle from the shaft when the first set of magnetic elements interacts with the third set of magnetic elements.

Abstract: The disclosure provides methods for treating a subject in need thereof comprising administering to the subject a therapeutically-effective dose of psilocybin. The methods described herein may be used to treat a variety of diseases, disorders, and conditions. For example, the methods may be used to treat neurocognitive disorders (e.g., Alzheimer's disease, Parkinson's disease), ADHD, Epilepsy, Autism, Sleep-wake disorders, Chronic pain, Inflammatory Disorders, IBD, Stroke, ALS, and/or Multiple Sclerosis.

Abstract: Provided is an inner string and a well system. The inner string, in one aspect, includes an inner tubular including a sidewall having a thickness (t3), the inner tubular having an orientation port extending entirely through the sidewall to provide fluid access from an interior of the inner tubular to an exterior of the inner tubular. The inner string, according to one aspect, further includes a weighted swivel located around the inner tubular, the weighted swivel including an orientation slot, the orientation slot configured to align with the orientation port to provide a pressure reading indicative of a relative location of the inner tubular to the weighted swivel.

Abstract: Disclosed is a new variety of Prunus persica named ‘Flat Delight Three’. This new variety, which requires approximately 350 chilling units of dormancy, is considered to be a peach tree of early season maturity, which produces subacid, white-fleshed flat (pantao) fruit that are firm, with the skin covered on 50-80% of its surface with a dark pink to dark maroon blush over a light yellow ground color, and suitable for both local and long-distance shipping.