AUDIO PROCESSING METHOD USING COMPLEX NUMBER DATA, AND APPARATUS FOR PERFORMING SAME

    公开(公告)号:US20250104721A1

    公开(公告)日:2025-03-27

    申请号:US18686568

    申请日:2022-12-15

    Abstract: Disclosed are a device and method for audio signal processing. The audio signal processing device according to an embodiment includes a receiver configured to receive a bitstream corresponding to a compressed audio signal and a processor. The processor may be configured to generate a real restoration signal or a complex restoration signal by performing inverse quantization on real data of the bitstream or complex data of the bitstream, generate a result of real Frequency Domain Noise Shaping (FDNS) synthesis or a result of complex FDNS synthesis by performing FDNS synthesis on the real restoration signal or the complex restoration signal, and generate a restored audio signal by performing frequency-to-time transform on the result of the real FDNS synthesis or the result of the complex FDNS synthesis.

    METHOD OF TRAINING SOUND RECOGNITION MODEL, METHOD OF RECOGNIZING SOUND, AND ELECTRONIC DEVICE FOR PERFORMING THE METHODS

    公开(公告)号:US20230214647A1

    公开(公告)日:2023-07-06

    申请号:US17869242

    申请日:2022-07-20

    CPC classification number: G06N3/08 G10L25/51

    Abstract: Provided are a method of recognizing sound, a method of training a sound recognition model, and an electronic device performing the same methods. A method of training a sound recognition model according to an example embodiment may include converting training data labeled with a sound class into a feature vector, storing the feature vector in a feature queue, transferring the feature vector stored in the feature queue to a block queue according to an operation of a feature vector transfer timer, inputting the feature vector of the block queue into a sound recognition model trained to predict the sound class and storing an output result in a result queue, transferring the feature vector stored in the feature queue corresponding to timing at which the result is output to the block queue by the feature vector transfer timer when the result is output.

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