Abstract: A system for to monitor image input of a computing device having a control circuit with a programmable processor, and configured to receive images and to output the images to an image output device coupled to the computing device. The computing device can be configured to monitor the received images via the processor of the computing device being programmed using a Machine Learning Image Classification (MLIC) algorithm configured to determine a score of at least one received image within a predetermined criteria for classifying said at least one received image as a restricted subject image. Based on determination of the score, a modify or non-modify command is generated; and wherein in response to said at least one received image being scored by said processor within the modify criteria, the processor is programmed to generate a command to output the modified image.

Abstract: A traffic light assembly and method for controlling a set of heating elements for the traffic light assembly. A traffic signal with a lens and a visor, the visor having an inner surface and extending from the lens. A sensor mounted to the traffic signal and in direct communication with an environment surrounding the traffic light assembly. A control module located within the traffic signal, the control module comprising a controller for implementing a primary loop that continuously checks environmental conditions via the sensor to determine if a predetermined condition is met.

Abstract: A system for to monitor image input of a computing device having a control circuit with a programmable processor, and configured to receive images and to output the images to an image output device coupled to the computing device. The computing device can be configured to monitor the received images via the processor of the computing device being programmed using a Machine Learning Image Classification (MLIC) algorithm configured to determine a score of at least one received image within a predetermined criteria for classifying said at least one received image as a restricted subject image. Based on determination of the score, a modify or non-modify command is generated; and wherein in response to said at least one received image being scored by said processor within the modify criteria, the processor is programmed to generate a command to output the modified image.

Abstract: According to one or more aspects of the present disclosure, operations related to selecting a transcription generation technique may be disclosed. In some embodiments, the operations may include obtaining multiple user ratings that each correspond to a different one of multiple transcriptions. Each transcription may be obtained using a first transcription generation technique and may correspond to a different one of multiple communication sessions. The operations may further include selecting, for a subsequent communication session that occurs after the multiple communication sessions, a second transcription generation technique based on the user ratings. In addition, the operations may include providing the subsequent transcription to a device during the subsequent communication session.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.

Abstract: A method may include obtaining audio data originating at a first device during a communication session between the first device and a second device and providing the audio data to a first speech recognition system to generate a first transcript based on the audio data and directing the first transcript to the second device. The method may also include in response to obtaining a quality indication regarding a quality of the first transcript, multiplexing the audio data to provide the audio data to a second speech recognition system to generate a second transcript based on the audio data while continuing to provide the audio data to the first speech recognition system and direct the first transcript to the second device, and in response to obtaining a transfer indication that occurs after multiplexing of the audio data, directing the second transcript to the second device instead of the first transcript.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.

Abstract: A concentrated spent dialysate is produced for by reducing electrolytes in a spent dialysate by electrodialysis and de-watering the spent dialysate by a forward osmosis operation. A hemodialysis treatment apparatus has an ultrafiltration unit for exchange of solutes of a patient's blood plasma and a dialysate, resulting in a stream of cleaned blood for returning to the patient and a stream of spent dialysate. An electrodialysis device reduces electrolytes in the spent dialysate. A forward osmosis unit with a membrane having a feed side and a draw side that is allows only water to permeate. A stream of spent dialysate from the ultrafiltration unit is in fluid communication with the feed side and a stream of concentrated dialysate is in fluid communication with the draw side. A stream of dialysate results. Blood plasma is pumped from the patient to the ultrafiltration unit.

Abstract: A heater system for an LED light assembly having a lens and a plurality of LED lights includes a heating element positioned behind and spaced from the lens and having openings aligned with the LED lights for allowing light from the LED lights to pass therethrough.

Abstract: A hollow fiber module includes hollow fiber cartridges. A port receives a second solution to be treated in a shell side volume and another port for discharging the treated second solution. A first end cap has an inlet for a first solution and a distributer for distributing the first solution to a first end of the hollow fiber cartridges. A second end cap has a collector for collecting the treated first solution from the second end of the hollow fiber cartridges and an outlet for the treated first solution. A first connector has an inlet for the second solution and a distributer for distributing the second solution to a port of the hollow fiber cartridges. A second connector has a collector for collecting the treated second solution from the other port of the hollow fiber cartridges and an outlet for the treated second solution.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.

Abstract: According to one or more aspects of the present disclosure, operations related to selecting a transcription generation technique may be disclosed. In some embodiments, the operations may include obtaining multiple user ratings that each correspond to a different one of multiple transcriptions. Each transcription may be obtained using a first transcription generation technique and may correspond to a different one of multiple communication sessions. The operations may further include selecting, for a subsequent communication session that occurs after the multiple communication sessions, a second transcription generation technique based on the user ratings. In addition, the operations may include providing the subsequent transcription to a device during the subsequent communication session.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.

Abstract: A method may include obtaining audio data originating at a first device during a communication session between the first device and a second device and providing the audio data to a first speech recognition system to generate a first transcript based on the audio data and directing the first transcript to the second device. The method may also include in response to obtaining a quality indication regarding a quality of the first transcript, multiplexing the audio data to provide the audio data to a second speech recognition system to generate a second transcript based on the audio data while continuing to provide the audio data to the first speech recognition system and direct the first transcript to the second device, and in response to obtaining a transfer indication that occurs after multiplexing of the audio data, directing the second transcript to the second device instead of the first transcript.

Abstract: According to one or more aspects of the present disclosure, operations related to selecting a transcription generation technique may be disclosed. In some embodiments, the operations may include obtaining multiple user ratings that each correspond to a different one of multiple transcriptions. Each transcription may be obtained using a first transcription generation technique and may correspond to a different one of multiple communication sessions. The operations may further include selecting, for a subsequent communication session that occurs after the multiple communication sessions, a second transcription generation technique based on the user ratings. In addition, the operations may include providing the subsequent transcription to a device during the subsequent communication session.

Abstract: A method may include obtaining, at a device, a first input that results in audio playback of a first stored message and establishing a network connection between the device and a remote transcription system. The method may include directing audio of the first stored message to the remote transcription system and obtaining transcriptions of the audio from the remote transcription system during playback of the first stored message. The method may include maintaining the network connection after playback of the first stored message and obtaining a second input that results in audio playback of a second stored message. The method may include directing audio of the second stored message to the remote transcription system and obtaining transcriptions of the audio from the remote transcription system during playback of the second stored message. The method may include obtaining an indication to terminate the network connection and terminating the network connection.

Abstract: According to one or more aspects of the present disclosure, operations related to providing transcriptions may include obtaining a first transcription of first audio obtained by a first device during a communication session conducted between the first device and a second device. The operations may further include providing the first transcription for presentation of the first transcription by a display device during the communication session. In addition, the operations may include providing, in response to a transcription quality indication, a second transcription of second audio obtained by the second device during the communication session for presentation of the second transcription by the display device during the communication session.

Abstract: A system for to monitor image input of a computing device having a control circuit with a programmable processor, and configured to receive images and to output the images to an image output device coupled to the computing device. The computing device can be configured to monitor the received images via the processor of the computing device being programmed using a Machine Learning Image Classification (MLIC) algorithm configured to determine a score of at least one received image within a predetermined criteria for classifying said at least one received image as a restricted subject image. Based on determination of the score, a modify or non-modify command is generated; and wherein in response to said at least one received image being scored by said processor within the modify criteria, the processor is programmed to generate a command to output the modified image.

Abstract: A system is provided that includes a first network interface for a first network type and a second network interface for a second network type that is different from the first network type. The system also includes at least one processor configured to cause the system to perform operations. The operations may include obtaining, from the first network interface, audio from a communication session with a remote device established over the first network and obtaining an indication of a communication device available to participate in the communication session and direct audio obtained from the communication session to a remote transcription system. The operations may also include directing the audio to the second network interface for transmission to the communication device, obtaining transcript data from the remote transcription system based on the audio, and directing the transcript data to the second network interface for transmission to the communication device.