SELECTIVE PROCESSING OF SEGMENTS OF TIME-SERIES DATA BASED ON SEGMENT CLASSIFICATION

    公开(公告)号:US20250037734A1

    公开(公告)日:2025-01-30

    申请号:US18360981

    申请日:2023-07-28

    Abstract: A device includes a memory configured to store one or more segments of time-series data. The device also includes one or more processors configured to generate, using a feature extractor, a latent-space representation of a segment of the time-series data. The one or more processors are also configured to provide one or more inputs to a classifier, the one or more inputs including at least one input based on the latent-space representation. The one or more processors are also configured to generate, based on output of the classifier, a processing control signal for the segment.

    MATCHING AUDIO USING MACHINE LEARNING BASED AUDIO REPRESENTATIONS

    公开(公告)号:US20240127827A1

    公开(公告)日:2024-04-18

    申请号:US18047565

    申请日:2022-10-18

    CPC classification number: G10L19/00 H04L65/70

    Abstract: Systems and techniques are described herein for encoding and/or decoding audio information. For example, a process can process an input audio segment to generate a representation of the input audio segment, and can compare the representation of the input audio segment to representations stored in a memory. The representations represent a plurality of audio segments. The process can determine, based on the comparison, target representation(s) of target audio segment(s) from the representations stored in the memory. The process can determine one or more indices associated with the target audio segment(s). The process can then packetize the one or more indices and transmit the one or more packetized indices (e.g., to a decoder configured to decode the packetized indices).

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