Abstract: Techniques are disclosed that enable processing of audio data to generate one or more refined versions of audio data, where each of the refined versions of audio data isolate one or more utterances of a single respective human speaker. Various implementations generate a refined version of audio data that isolates utterance(s) of a single human speaker by processing a spectrogram representation of the audio data (generated by processing the audio data with a frequency transformation) using a mask generated by processing the spectrogram of the audio data and a speaker embedding for the single human speaker using a trained voice filter model. Output generated over the trained voice filter model is processed using an inverse of the frequency transformation to generate the refined audio data.

Abstract: A field emission neutralizer is provided. The field emission neutralizer includes a bottom plate and a field emission cathode unit located on the bottom plate. The field emission cathode unit includes a substrate, a shell located on the substrate, a cathode emitter located inside the shell, a mesh grid insulated from the cathode emitter, and a shielding layer insulated from the mesh grid. The cathode emitter includes a cathode substrate and a graphitized carbon nanotube array. The graphitized carbon nanotube array is in electrical contact with the cathode substrate. The graphitized carbon nanotube array is fixed on a surface of the substrate body, and the carbon nanotubes of the graphitized carbon nanotube array are substantially perpendicular to the cathode substrate.

Abstract: A method includes storing, in one or more databases amongst a plurality of databases by one or more nodes in a distributed database system, data for one or more of network enabled devices. The data for each network enabled device includes encrypted private data, and metadata associated with the private data. The metadata may include permissions data, time period validation data, and encryption parameters. In addition, the method may include locating the encrypted first private data and determining using first permissions data associated with the encrypted first private data and using the second network-enabled device identifier if the second network-enabled device is authorized to access the first private data. The method includes providing the first private data to the second network-enabled device. The second network-enabled device obtains and decrypts the encrypted first private data to obtain the first private data.

Abstract: One embodiment of the invention is directed to a computer-implemented method comprising, receiving a first request that includes a token associated with a first computing device to utilize a shared resource implemented by a federated network of computing devices. The method further comprises identifying that the first computing device is an unknown entity based in part on the token and one or more signature used to sign the token. The method further comprises transmitting, to a trust management system, a second request to authenticate the first computing device using the token. The method further comprises, receiving an authentication message that verifies the first computing device within an open trust network. The authentication message may be generated in response to the trust management system communicating with a plurality of registrar computers in the open trust network about the signatures associated with the token.

Abstract: A method includes receiving an overlapped audio signal that includes audio spoken by a speaker that overlaps a segment of synthesized playback audio. The method also includes encoding a sequence of characters that correspond to the synthesized playback audio into a text embedding representation. For each character in the sequence of characters, the method also includes generating a respective cancelation probability using the text embedding representation. The cancelation probability indicates a likelihood that the corresponding character is associated with the segment of the synthesized playback audio overlapped by the audio spoken by the speaker in the overlapped audio signal.

Abstract: A solar cell structure includes a semiconductor substrate having a front side and a back side; a pyramid structure disposed on the front side of the semiconductor substrate; a anti-reflection layer disposed on the pyramid structure; a front electrode provided on the anti-reflection layer; a passivation layer provided on the back side of the semiconductor substrate; a dielectric layer disposed on the passivation layer; and a back electrode disposed on the dielectric layer. The reflective layer is a multi-layer anti-reflection layer having at least three coating layers.

Abstract: Embodiments of the invention are directed to a method. The method may comprise receiving a second biometric template of a user, and providing an authentication request message comprising an electronic identity and a derivative of the second biometric template of the user to a resource provider computer to conduct an interaction. The authentication request may be forwarded to a processing server computer by the resource provider computer, and the user device may receive an authentication response message comprising an authentication result from the processing server computer. The authentication result may be determined by the processing server computer based on a comparison of the derivative of the second biometric template to a derivative of a first biometric template accessible to the processing server computer. The authentication result may also be based on the validity of the electronic identity.

Abstract: An automatic driving system for grain processing, and an automatic driving method and a path planning method is illustrated. The automatic driving system for grain processing comprises a grain processing host, an image processing system, a path planning system, and an image acquisition device. The image processing system is arranged on the grain processing host and acquires at least one image of farmland surrounding the grain processing host. The image processing system identifies, based on an image segmentation and identification method, an area in the image; and the path planning system plans, based on the area identified by the image processing system, at least one driving planning path. The grain processing host automatically controls driving according to the driving planning path planned by the path planning system.

Abstract: An automatic driving system for grain processing, an automatic driving method, and an automatic identification method is illustrated. The automatic driving system includes a grain processing host, an image acquiring device, and an image processing system. The image acquiring device is provided in the grain processing host. The image acquiring device acquires at least one image around the grain processing host. The image processing system identifies areas in the image by utilizing an image segmentation and identification technique on the basis of the image acquired by the image acquiring device. The grain processing host automatedly controls driving based on the areas identified by the image processing system.

Abstract: Described herein are systems and methods for providing secure blockchain routing utilizing an extended blockchain protocol. In some embodiments, a blockchain routing node may join an overlay network including a plurality of blockchain routing nodes. The blockchain routing node may receive a plurality of forwarding tables from the plurality of blockchain routing nodes in accordance with an extended blockchain protocol. The blockchain routing node may determine a routing table for the overlay network based at least on part on the plurality of forwarding tables. In some embodiments, the blockchain routing node may route a payload message to a destination blockchain routing node in the overlay network in accordance with the determined routing table.

Abstract: A method for providing identification using an endpoint device is disclosed. The endpoint device may include an electronic identity that is unique and can be securely stored. The electronic identity may be passed to an access device along with signed interaction data and a cryptogram. The access device may generate an authorization request with the cryptogram and may send it to a remote server computer for further processing.

Abstract: A gesture identification method includes: performing gesture information detection on an image by means of a neural network, to obtain a potential hand region, a potential gesture category and a potential gesture category probability in the image, the potential gesture category including a gesture-free category and at least one gesture category; and if the obtained potential gesture category with the maximum probability is the gesture-free category, not outputting position information of the potential hand region of the image; or otherwise, outputting the position information of the potential hand region of the image and the obtained potential gesture category with the maximum probability.

Abstract: The present disclosure relates to a method for preventing or inhibiting a synthesis of viral RNA of SARS-CoV-2 in a cell including contacting the cell with a sufficient concentration of tafenoquine, boceprevir or narlaprevir and a method for inhibiting an activity of a main protease (Mpro) of SARS-CoV-2 including contacting a SARS-CoV-2 with a sufficient concentration of tafenoquine, boceprevir or narlaprevir. A medical composition for use in a treatment of an infection of SARS-CoV-2 including a therapeutically effective amount of tafenoquine, boceprevir or narlaprevir is also provided.

Abstract: A smart cane may include: a main body configured to have an adjustable length; an inertia sensor unit configured to generate an angle value between a ground surface and the smart cane or detect an impact on the main body; and a controller configured to adjust the length of the main body according to at least one of the angle value and a number of impacts on the main body.

Abstract: An arithmetic logic unit according to an embodiment of the present technology includes: a plurality of input lines; and a multiply-accumulate operation device. Pulse signals corresponding to input values are input to the plurality of input lines. The multiply-accumulate operation device includes a plurality of multiplication units that generates, on the basis of the pulse signals input to each of the plurality of input lines, charges corresponding to multiplication values obtained by multiplying the input values by weight values, and an output unit that outputs a multiply-accumulate signal representing a sum of the multiplication values by accumulating the charges corresponding to the multiplication values generated by each of the plurality of multiplication units. A value of at least one of the input value or the weight value is limited.

Abstract: The present disclosure belongs to the technical field of sensors, relates to a graphene resonant gas sensor, and in particular, to a graphene resonant gas sensor based on doped metal atoms and a preparation process therefor. In the present disclosure, the metal atoms are embedded in a graphene resonant beam, and a transition metal layer may use the doped metal atoms as anchor points to be tightly adsorbed to the surface of the graphene resonant beam, so that the quality of surface contact between the transition metal layer and the graphene resonant beam is improved, and the problems such as low quality and low sensitivity of conventional resonant gas sensors are effectively solved.

Abstract: Techniques disclosed herein enable training and/or utilizing speaker dependent (SD) speech models which are personalizable to any user of a client device. Various implementations include personalizing a SD speech model for a target user by processing, using the SD speech model, a speaker embedding corresponding to the target user along with an instance of audio data. The SD speech model can be personalized for an additional target user by processing, using the SD speech model, an additional speaker embedding, corresponding to the additional target user, along with another instance of audio data. Additional or alternative implementations include training the SD speech model based on a speaker independent speech model using teacher student learning.

Abstract: One embodiment of the invention is directed to a computer-implemented method comprising, receiving a first request that includes a token associated with a first computing device to utilize a shared resource implemented by a federated network of computing devices. The method further comprises identifying that the first computing device is an unknown entity based in part on the token and one or more signature used to sign the token. The method further comprises transmitting, to a trust management system, a second request to authenticate the first computing device using the token. The method further comprises, receiving an authentication message that verifies the first computing device within an open trust network. The authentication message may be generated in response to the trust management system communicating with a plurality of registrar computers in the open trust network about the signatures associated with the token.

Abstract: A method includes storing, in one or more databases amongst a plurality of databases by one or more nodes in a distributed database system, data for one or more of network-enabled devices. The data for each network-enabled device includes encrypted private data, and metadata associated with the private data. The metadata may include permissions data, time period validation data, and encryption parameters. In addition, the method may include locating the encrypted first private data and determining using first permissions data associated with the encrypted first private data and using the second network-enabled device identifier if the second network-enabled device is authorized to access the first private data. The method includes providing the first private data to the second network-enabled device. The second network-enabled device obtains and decrypts the encrypted first private data to obtain the first private data.

Abstract: A system enables entities to access a single platform in order to utilize electronic data storage for storing different types of information. One or more computers may operate an electronic data storage processing network that entities can access when updating information in electronic data storage. The electronic data storage processing network may operate a plurality of electronic data storage processing modules, which can include an aggregator module, a formatter module, an operator signer module, and a validator module. Based on the specific use case for which electronic data storage is utilized, recordable data that is to be added to the electronic data storage can be processed by the appropriate aggregating, formatting, signing, and validating functions provided by the electronic data storage processing modules.