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    Home»Development»Machine Learning»Ambisonics Super-Resolution Using A Waveform-Domain Neural Network

    Ambisonics Super-Resolution Using A Waveform-Domain Neural Network

    August 4, 2025

    Ambisonics is a spatial audio format describing a sound field. First-order Ambisonics (FOA) is a popular format comprising only four channels. This limited channel count comes at the expense of spatial accuracy. Ideally one would be able to take the efficiency of a FOA format without its limitations. We have devised a data-driven spatial audio solution that retains the efficiency of the FOA format but achieves quality that surpasses conventional renderers. Utilizing a fully convolutional time-domain audio neural network (Conv-TasNet), we created a solution that takes a FOA input and provides a…

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