Abstract: In one embodiment, a computing system may generate a query vector representation of an input (e.g., a question). The system may generate relevance measures associated with a set of key-value memories based on comparisons between the query vector representation and key vector representations of the keys in the memories. The system may generate an aggregated result based on the relevance measures and value vector representations of the values in the memories. Through an iterative process that iteratively updates the query vector representation used in each iteration, the system may generate a final aggregated result using a final query vector representation. A combined feature representation may be generated based on the final aggregated result and the final query vector representation. The system may select an output (e.g., an answer to the question) in response to the input based on comparisons between the combined feature representation and a set of candidate outputs.

Abstract: An audio and display system comprising a housing having an interior region, at least one audio speaker positioned within the interior region, and a display coupled to the housing. The display includes a frame coupled to the housing, the frame having a plurality of mounting members, wherein at least two adjacent mounting members of the plurality of mounting members are spaced apart by a first distance, a plurality of support members coupled to the mounting members of the frame, wherein at least two adjacent support members of the plurality of support members are spaced apart by a second distance, and a plurality of light-emitting elements coupled to each of the plurality of support members, wherein the display module is substantially acoustically transparent.

Abstract: An audio and display system comprising a housing having an interior region, at least one audio speaker positioned within the interior region, and a display coupled to the housing. The display includes a frame coupled to the housing, the frame having a plurality of mounting members, wherein at least two adjacent mounting members of the plurality of mounting members are spaced apart by a first distance, a plurality of support members coupled to the mounting members of the frame, wherein at least two adjacent support members of the plurality of support members are spaced apart by a second distance, and a plurality of light-emitting elements coupled to each of the plurality of support members, wherein the display module is substantially acoustically transparent.

Abstract: An audio and display system comprising a housing having an interior region, at least one audio speaker positioned within the interior region, and a display coupled to the housing. The display includes a frame coupled to the housing, the frame having a plurality of mounting members, wherein at least two adjacent mounting members of the plurality of mounting members are spaced apart by a first distance, a plurality of support members coupled to the mounting members of the frame, wherein at least two adjacent support members of the plurality of support members are spaced apart by a second distance, and a plurality of light-emitting elements coupled to each of the plurality of support members, wherein the display module is substantially acoustically transparent.

Abstract: An audio and display system comprising a housing having an interior region, at least one audio speaker positioned within the interior region, and a display coupled to the housing. The display includes a frame coupled to the housing, the frame having a plurality of mounting members, wherein at least two adjacent mounting members of the plurality of mounting members are spaced apart by a first distance, a plurality of support members coupled to the mounting members of the frame, wherein at least two adjacent support members of the plurality of support members are spaced apart by a second distance, and a plurality of light-emitting elements coupled to each of the plurality of support members, wherein the display module is substantially acoustically transparent.

Abstract: An audio and display system comprising a housing having an interior region, at least one audio speaker positioned within the interior region, and a display coupled to the housing. The display includes a frame coupled to the housing, the frame having a plurality of mounting members, wherein at least two adjacent mounting members of the plurality of mounting members are spaced apart by a first distance, a plurality of support members coupled to the mounting members of the frame, wherein at least two adjacent support members of the plurality of support members are spaced apart by a second distance, and a plurality of light-emitting elements coupled to each of the plurality of support members, wherein the display module is substantially acoustically transparent.