Abstract: Described herein are systems, devices, and methods for cardiac monitoring. A method may include comparing, using a machine learning (ML) algorithm, an activity level of a user with one or more heart rate parameters of the user to determine whether a discordance is present between the activity level and the one or more heart rate parameters. In response to detecting that a discordance is present, performing an electrocardiogram (ECG) of the user to obtain ECG data of the user. An ML algorithm may be trained to detect an arrythmia using a historical set of training data including the activity level, the one or more heart rate parameters and previously recorded heart rate parameters, and a historical set of ECG data including the ECG data and previously recorded ECG data.

Abstract: A method of providing continuous user authentication for resource access control includes launching a continuous authentication service at a boot time of a first device, wherein the first device includes a processor, a memory, and one or more sensors configured to collect authentication information. Additionally, the method includes receiving authentication information comprising one or more of explicit authentication information or implicit authentication information, and receiving a request for access to a resource of the first device. Further, the method includes the operations of determining, by the continuous authentication service, a current value of a security state, the current value of the security state based in part on a time interval between a receipt time of the authentication information and a current time and controlling access to the resource based on the current value of the security state.

Abstract: Provided herein are compounds according to Formula (I) or a pharmaceutically acceptable salt thereof, wherein R1, R2, R3, R5, and R7 are defined herein. Also provided herein are pharmaceutical compositions comprising a compound of Formula (I) as well as the use of such compounds as M4 receptor agonists.

Abstract: In some aspects, the techniques described herein relate to a method including calling, by a first event driven function associated with a spoke account, an inventory interface of the spoke account; writing, by the first event driven function, inventory data received from the inventory interface to a messaging queue, wherein the messaging queue is associated with a hub account; receiving, by a second event driven function, the inventory data from the messaging queue, wherein the second event driven function is associated with the hub account; writing, by the second event driven function, the inventory data to a database, wherein the database is associated with the hub account; executing, by a third event driven function, a query of the database, wherein the query retrieves the inventory data, and wherein the third event driven function is associated with an administrative account; and displaying the inventory data via a front-end application.

Abstract: A method may include obtaining a text string that is a transcription of audio data and selecting a sequence of words from the text string as a first word sequence. The method may further include encrypting the first word sequence and comparing the encrypted first word sequence to multiple encrypted word sequences. Each of the multiple encrypted word sequences may be associated with a corresponding one of multiple counters. The method may also include in response to the encrypted first word sequence corresponding to one of the multiple encrypted word sequences based on the comparison, incrementing a counter of the multiple counters associated with the one of the multiple encrypted word sequences and adapting a language model of an automatic transcription system using the multiple encrypted word sequences and the multiple counters.

Abstract: A method may include obtaining a first audio signal including first speech originating at a remote device during a communication session between the remote device and a communication device and obtaining a second audio signal including second speech originating at the communication device during the communication session between the remote device and the communication device. The method may also include obtaining a characteristic of the communication session from one or more of: the first audio signal, the second audio signal, and settings of the communication device and determining a hearing level of a user of the communication device using the characteristic of the communication session.

Abstract: Disclosed herein are devices, systems, methods and platforms for continuously monitoring the health status of a user, for example the cardiac health status. The present disclosure describes systems, methods, devices, software, and platforms for continuously monitoring a user's low-fidelity health-indicator data (for example and without limitation PPG signals, heart rate or blood pressure) from a user-device in combination with corresponding (in time) data related to factors that may impact the health-indicator (“other-factors”) to determine whether a user has normal health as judged by or compared to, for example and not by way of limitation, either (i) a group of individuals impacted by similar other-factors, or (ii) the user him/herself impacted by similar other-factors.

Abstract: A wearable computing device includes a housing having a wrist-side face configured to sit against a wrist of a user of the wearable computing device when being worn by the user, an electronic display arranged within the housing, a plurality of biometric sensor electrodes positioned on the wrist-side face so as to maintain skin contact with the user when being worn on the wrist by the user, and at least one driver communicatively coupled to the plurality of biometric sensor electrodes. Each of the plurality of biometric sensor electrodes continuously measures, at least, one or more parameters indicative of electrical impedance of the user at a location of the skin contact.

Abstract: A method may include obtaining first audio data originating at a first device during a communication session between the first device and a second device. The method may also include obtaining an availability of revoiced transcription units in a transcription system and in response to establishment of the communication session, selecting, based on the availability of revoiced transcription units, a revoiced transcription unit instead of a non-revoiced transcription unit to generate a transcript of the first audio data. The method may also include obtaining revoiced audio generated by a revoicing of the first audio data by a captioning assistant and generating a transcription of the revoiced audio using an automatic speech recognition system. The method may further include in response to selecting the revoiced transcription unit, directing the transcription of the revoiced audio to the second device as the transcript of the first audio data.

Abstract: A facemask system with automated voice display is disclosed. The facemask includes a covering configured to be positioned about the face of a user. At least one microphone is positioned adjacent the covering and the facemask includes a display for displaying language spoken captured by at least one microphone. A processor is in operable communication with the microphone and the display. The facemask includes a memory that contains instructions that can be executed by the processor to perform operations. The operations include receiving signals from at least one microphone, identifying language contained within the signals, and displaying the language on the display.

Abstract: A resonator modulator for modulating light in a photonic circuit, the modulator comprising: a capacitor formed of a ring-shaped insulating region sandwiched between an outer conductive region and an inner conductive region, wherein at least one of the outer conductive regions or the inner conductive regions is a polycrystalline semiconductor material.

Abstract: A method to access a device may include obtaining, at a first device, data over a short-range wireless network from a second device. The data may originate at a remote system that sends the data to the second device through a network connection over a wide area network. The method may also include in response to a fault at the second device, obtaining, at the first device from the remote system, a maintenance command for the second device. The maintenance command may be obtained by the first device over an analog voice network. The method may also include directing, from the first device to the second device, the maintenance command over the short-range wireless network to enable the second device to perform the maintenance command.

Abstract: A method to transcribe communications may include selecting a first transcription generation technique from among multiple transcription generation techniques for generating transcriptions of audio of one or more communication sessions that involve a user device and obtaining performances of the multiple transcription generation techniques with respect to generating the transcriptions of the audio. The method may also include monitoring comparisons between the performances of the multiple transcription generation techniques and obtaining input from the user with respect to the comparisons. The method may further include selecting a second transcription generation technique from among the multiple transcription generation techniques based on the input from the user.

Abstract: A method may include obtaining an indicator that a first device is in a location of a second device and in response to obtaining the indicator, sending a redirect request to a communication service provider of the first device to direct, to the second device, incoming communication requests handled by the communication service provider that are directed to the first device. The method may further include after sending the redirect request and after a communication request to a communication session is directed to the first device, obtaining, at the second device, a communication indication to participate in the communication session. The method may further include directing audio of the communication session to a transcription system and obtaining, at the second device, the transcription of the audio from the transcription system. The method may also include presenting, by the second device, the audio and the transcription.

Abstract: A method transcript presentation may include generating, by a device, audio data using an audible audio signal that is broadcast by the device. The method may also include obtaining, at the device, transcript data. The transcript data may be generated using the audio data and may include a transcription of the audio data. The method may also include presenting, by the device, the transcript data.

Abstract: A method to access a device may include obtaining, at a first device, data over a short-range wireless network from a second device. The data may originate at a remote system that sends the data to the second device through a network connection over a wide area network. The method may also include in response to a fault at the second device, obtaining, at the first device from the remote system, a maintenance command for the second device. The maintenance command may be obtained by the first device over an analog voice network. The method may also include directing, from the first device to the second device, the maintenance command over the short-range wireless network to enable the second device to perform the maintenance command.

Abstract: A method to transcribe communications may include selecting a first transcription generation technique from among multiple transcription generation techniques for generating transcriptions of audio of one or more communication sessions that involve a user device and obtaining performances of the multiple transcription generation techniques with respect to generating the transcriptions of the audio. The method may also include monitoring comparisons between the performances of the multiple transcription generation techniques and obtaining input from the user with respect to the comparisons. The method may further include selecting a second transcription generation technique from among the multiple transcription generation techniques based on the input from the user.

Abstract: A method may include obtaining a first audio signal including first speech originating at a remote device during a communication session between the remote device and a communication device and obtaining a second audio signal including second speech originating at the communication device during the communication session between the remote device and the communication device. The method may also include obtaining a characteristic of the communication session from one or more of: the first audio signal, the second audio signal, and settings of the communication device and determining a hearing level of a user of the communication device using the characteristic of the communication session.

Abstract: A method to present a summary of a transcription may include obtaining, at a first device, audio directed to the first device from a second device during a communication session between the first device and the second device. Additionally, the method may include sending, from the first device, the audio to a transcription system. The method may include obtaining, at the first device, a transcription during the communication session from the transcription system based on the audio. Additionally, the method may include obtaining, at the first device, a summary of the transcription during the communication session. Additionally, the method may include presenting, on a display, both the summary and the transcription simultaneously during the communication session.

Abstract: A method of transcription communication may include obtaining, at a first device, audio data during a communication session between the first device and a remote device. The audio data may be obtained from a public switched telephone network. The method may also include directing the audio data from the first device to a second device over a short-range wireless network. The second device may host the short-range wireless network. The method may further include directing the audio data from the second device to a remote transcription system over a wireless cellular network and obtaining, at the second device, transcript data from the remote transcription system over the wireless cellular network. The method may also include limiting data transmitted and received over the wireless cellular network as authorized by the second device to data associated with transcription of audio obtained by the first device over the public switched telephone network.