Abstract: The present disclosure relates to systems, methods, and products for using machine-learning networks to generate trustworthy audio and face mesh. A system, serving as a digital avatar, generates a trust audio and trust face mesh corresponding to an input text. A method includes generating a set of trust embedding vectors based on a reference audio; generate a text embedding vector based on the input text; generate a conditioned vector based on the set of trust embedding vectors and the text embedding vector; synthesize an audio representation based on the conditioned vector; generate the trust audio based on the synthesized audio representation; obtain a speech feature representation based on the trust audio; obtain an abstract feature vector based on the speech feature representation; and generate positions of vertices based on the abstract feature vector, the positions of vertices being used for generating the trust face mesh.

Abstract: The present invention provides a modified formula to make a hydrophilic foam. In some embodiments this modified formula adds a filler which causes the foam to become less absorptive, which has the benefit of making available to the skin more makeup or other products, while also providing a superior esthetic application of makeup on the skin. In other embodiments the modified formula makes the hydrophilic foam easier to clean and reduces the staining propensity of the foam. In other embodiments the modified formula uses an additive to the properties or usability of the foam in some way. Providing the filler and additive can be done in combination or separately depending on the desired benefits or properties of the foam. In some embodiments the foam is fashioned into shape suitable for makeup application.

Abstract: The present disclosure provides a free space optical communication system comprising a superluminescent light emitting diode (SLED) with an ultrashort coherence length configured to generate a broadband beam of light, a modulator configured to modulate the broadband beam of light to encode data and generate a modulated beam of light, a semiconductor optical amplifier (SOA) configured to amplify the modulated beam of light to generate an amplified beam of light, wherein the SOA has a bandwidth of at least 25, 50, or 100 nanometers, and an output configured to transmit the amplified beam of light through a variably refractive medium. The system enables high-bandwidth optical communication with improved performance in atmospheric turbulence.

Abstract: Various illustrative aspects are directed to a data storage device, method, and one or more processing devices that are configured to: estimate access times of a plurality of access commands included in a command queue of a disk drive containing the one or more disks; adjust a respective one of the access times of a respective one of the access commands based on the respective one of the access commands satisfying one of one or more conditions that indicate an increased likelihood of performing a pre-heating operation to heat a laser diode associated with a head of the disk drive; and select one of the access commands as a next command for execution in the disk drive based on the access times.

Abstract: A surface cleaning apparatus comprising a surface cleaning head, the surface cleaning head comprising a first liquid separation stage comprising a cyclone having a cyclone axis of rotation, a cyclone first end, an axially spaced apart second end, a cyclone air inlet, a cyclone air outlet and an axially extending sidewall wherein a portion of the sidewall comprises a screen and, when the surface cleaning apparatus is in use to clean a floor, the cyclone axis of rotation extends generally horizontally and, a first liquid collection region that is positioned at a lower elevation than the screen.

Abstract: Systems and methods are described for transmitting information optically in free space. For instance, a system may include an optical signal generator to generate an amplified beam of light. A telescope transmits the amplified beam through the medium and receives an inbound beam of light. A detector system may include one or more (or multiple) detectors and a routing system that transmits the inbound beam to a selected set of detectors. In some cases, the system can determine a re-configuration condition based on control parameters and perform a system re-configuration to direct the inbound beam to a different set of detectors. In some cases, the system includes a remote fiber head or wavelength division multiplexing.

Abstract: A dissolvable solid article, comprising: water soluble polymer; a surfactant; at least one selected from diaminocarboxylic acid chelants and salts thereof; at least one selected from aromatic carboxylic acids and salts thereof; a phenolic derivative; at least one selected from ?, ?-unsaturated Aliphatic Carboxylic Acids, salts, and derivatives thereof; at least one selected from non-aromatic organic alpha hydroxy acids and salts thereof; wherein the dissolvable solid article has a pH of from about 3 to about 5.5 when dissolved with 20 parts water to 1 part of the dissolvable solid article. The present invention provides dissolvable solid articles which provide preservative efficacy even after dissolution of the articles, while controlling the concentrations of preservative ingredients in the solid articles.

Abstract: This present invention provides dissolvable solid articles comprising multiple layers of flexible, dissolvable, porous sheets, in which a coating composition is present on at least one internal surface of at least one sheet in said solid articles. The present invention also provides a process for making such solid articles.

Abstract: Aspects of the present disclosure provide a failover service in part by utilizing a smartphone when a business or home modem is inoperable or otherwise unable to provide adequate internet service. Once the smartphone is paired with a communication bridge, the smartphone may be used to provide internet services to wired and wireless devices associated with a first network. The smartphone can utilize its cellular network interface to connect to the internet and provide internet connectivity via the communication bridge to a router or gateway which, in turn, enables devices connected to the router or gateway to access the internet without having to connect directly to a separate network provided by the smartphone. Aspects of the disclosure may rely on machine learning to optimize network and/or device communications, configurations, and/or other failover parameters.

Abstract: A telecommunications assembly where two cable management devices allow for storage of fiber slack loops having a length defined by a cable in a full loop having the radius of the minimum bend radius of the cable up to and including a length twice as long as the full loop having the radius of the minimum bend radius of the cable; wherein no linear segments are defined by the full loop having the radius of the minimum bend radius of the cable; and wherein linear segments are provided in loops greater in length than a full loop having the radius of the minimum bend radius of the cable. The fiber optic cable slack is connected to other fibers or devices on both ends, and the slack is managed in loop shapes without having unmanaged segments that can interfere with other cables, get damaged, or create organization and use problems for the technician.

Abstract: A method for dynamic pairing between asset tracking devices, such as a chassis module and a chassis sensor module mounted on a chassis and a container module mounted on a container. The method includes detecting presence of the container using the chassis sensor module and in response, broadcasting a short-range polling signal; establishing a wireless connection with the container module in response to the short-range polling signal; obtaining GNSS data; determining an estimated distance between the chassis module and the container module; and transmitting the GNSS data and the estimated distance to a remote server.

Abstract: A method of ultrasonic welding in an automated mass production process includes: (a) advancing a pallet to move a set of workpieces in the pallet into alignment with a lift of an ultrasonic welding station; (b) operating the lift to raise the set of workpieces out from the pallet and into contact with a horn of the ultrasonic welding station; (c) when the set of workpieces are in contact with the horn, transmitting vibrational energy from the horn to the set of workpieces to weld the workpieces together in a welding operation; and (d), after (c), operating the lift to lower the set of workpieces out of contact with the horn and back into the pallet.

Abstract: A bladeset for an electric hair cutting device includes a moving blade, a stationary blade, and an adjustment mechanism for adjusting a position of the moving blade relative to the stationary blade to allow for user control of a length of hair cut by the device. The bladeset includes provisions for maintaining sufficient parallelism of the moving blade relative to the stationary blade despite its adjustability.

Abstract: Systems, methods, and computer programs for learning to control an embodied agent to perform tasks. The techniques use internal, “intra-agent” speech when learning, and are thus able to perform tasks involving new objects without any direct experience of interacting with those objects, i.e. zero-shot. Implementations of the techniques use an image captioning neural network system to generate natural language captions used when training an action selection neural network system.

Abstract: A method includes creating a first image of a software system, creating a second image of the software system including a second code level layout different than the first code level layout, verifying and validating the first and second images of the software system, certifying the first and second images, deploying the first image of the software system on a first operating system, and automatically detecting a first cyberattack being executed on the first image of the software system operating in the first operating system. In response to detecting the first cyberattack being executed on the first image of the software system operating on the first operating system, deploying the second image of the software system on the first operating system in order to disrupt the first cyberattack on the first image of the software system.

Abstract: Described herein are techniques a systems for maintaining a system of record for one or more contactless cards. A computing apparatus is configured to generate a first unique identifier for a contactless card associated with a user account. The apparatus is further caused to generate a message to update a database with a new database entry, the message including the first unique identifier and identity information for the user account. Next, the apparatus is caused to send the message to the database to add the new entry therein, each entry in the database including a recorded unique identifier associated with a corresponding contactless card, each contactless card being associated with one of a plurality of user accounts. The apparatus is further caused to send the first unique identifier to a personalization server to store the first unique identifier in a memory of the first contactless card.

Abstract: Disclosed herein is a system and method for determining the position of a broach tool used in a total hip arthroplasty procedure, the broach still being positioned in the femoral canal of a femur of the patient and the position being determined post-broaching. Also disclosed herein are examples of broach tool adapters used to attach a tracking array to the broach tool, the adapters having a body shape to mate with the geometry of particular brands of broach tools and having a common slot defined therein to accept a tracking array such as to attach the tracking array to the broach tool.

Abstract: A compressor assembly for a portable oxygen concentrator includes a first compressor chamber having a first connector, a second compressor chamber having a second connector, and a tube having a first end having a first connection interface configured to connect to the first connector and a second end having a second connection interface configured to connect to the second connector. The first connection interface is shaped to maintain the connection between the first connector and the first connection interface in a fixed orientation and the second connection interface is shaped to maintain the connection between the second connector and the second connection interface in a fixed orientation. One or more of the first connector, the second connector, and the tube are compliant.

Abstract: A liquid fuel system for a turbine engine may include one or more sensors configured to generate sensor outputs corresponding to one or more phase properties of a fuel supplied to the turbine engine through a fuel pathway, and a controller configured to generate control commands configured to control one or more controllable components of the liquid fuel system based at least in part on the sensor outputs. The one or more sensors may include one or more phase detection sensors. The fuel may include hydrogen. The fuel may have a liquid phase state.

Abstract: Functionalized and crosslinked material, which may optionally be employed as a sorbent, as well as methods of making such materials and systems of using such materials are provided. The processes, methods, systems and materials herein can be used for the separation of carbon dioxide from fluid streams. In one aspect, a method of forming functionalized crosslinked particles comprises introducing at least a portion of a surface of each porous particle in at least a subset of a plurality of porous particles to a crosslinking agent and a first reagent comprising at least one adsorbing moiety. Examples of adsorbing moiety include silane-functionalized amines, amino-functionalized silanes (aminosilane), and polyamines. In some aspects the method further comprises introducing the porous particles to a second reagent comprising at least one interaction moiety such as a silane-functionalized amine, amino-functionalized silane (aminosilane), or polyamine.