Abstract: An example method of providing speech-to-text transcription includes receiving, at an electronic device, multiple channels of audio data from a plurality of microphones, where the multiple channels of audio data comprise speech from a user of the electronic device and speech from one or more other persons. The method also includes generating refined audio data by applying a multi-path acoustic echo cancellation (AEC) technique to the multiple channels of audio data. The method further includes generating directional audio data by applying beamforming to the refined audio data. The method also includes identifying, by inputting the directional audio data to an automatic speech recognizer (ASR), the speech from the user of the electronic device and the speech from the one or more other persons, and generating a textual transcription for the conversation.

Abstract: A display device includes a diffusion layer providing a single well, an optical element configured to receive light and output the received image light including a concentric series of lens segments made up of active facets, and a waveguide having an in-coupling grating and a waveguide body optically coupled to the image light, where a polarizing component is disposed over an output surface of the optical element. A method to improve a yield of silicon backplane displays includes connecting a diode having a resolution to a backplane and repairing a defect on a pixel display area by dividing the pixel display area into at least one subcircuit, while improving geometry stylization transfer for 3D models of real-world environments. A method for suppressing crosstalk for user conversations includes receiving multiple speech signals captured by multiple microphones and generating directional data for the multiple speech signals based on spatial filtering.

Abstract: Presented herein are techniques to conserve power by network devices in a software define wide area network (SDWAN). A method includes monitoring operations of a software defined wide area network including a network device in the software defined wide area network, based on results of the monitoring, generating a usage model for the network device, determining, based on the usage model, a power management scheme for a multi-core network processing unit operating on the network device, and causing the multi-core network processing unit operating on the network device to execute the power management scheme.

Abstract: In one embodiment, an AR/VR system includes a social-networking application installed on the AR/VR system, which allows a user to access on online social network, including communicating with the user's social connections and interacting with content objects on the online social network. The AR/VR system also includes an AR/VR application, which allows the user to interact with an AR/VR platform by providing user input to the AR/VR application via various modalities. Based on the user input, the AR/VR platform generates responses and sends the generated responses to the AR/VR application, which then presents the responses to the user at the AR/VR system via various modalities.

Abstract: Embodiments generally provide techniques for load balancing data transmitted between line cards across a network fabric. Embodiments receive, at a first line card within a modular Ethernet switch, data to be transmitted to a second line card within the modular Ethernet switch. A mask table is accessed using a value corresponding to the second line card as an index in order to retrieve a mask value. Embodiments select one of a plurality of links for the first line card for use in transmitting the data, based on a load balancing algorithm and the retrieved mask value. The data is then transmitted to the second line card using the selected link.

Abstract: Embodiments generally provide techniques for load balancing data transmitted between line cards across a network fabric. Embodiments receive, at a first line card within a modular Ethernet switch, data to be transmitted to a second line card within the modular Ethernet switch. A mask table is accessed using a value corresponding to the second line card as an index in order to retrieve a mask value. Embodiments select one of a plurality of links for the first line card for use in transmitting the data, based on a load balancing algorithm and the retrieved mask value. The data is then transmitted to the second line card using the selected link.