BRN brainchip holdings ltd

aTENNuate for raw speech denoising in real time, page-2

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    Mr. Pei is certainly excited about this development as he should be. Congratulations to Mr. Pei and the Brainchip Research Team.

    My opinion only DYOR

    Fact Finder

    aTENNuate: speech enhancement like never before. In real-time, on raw waveforms, and lightning fast

    Speech enhancement is a very difficult task that requires an incredible amount of domain expertise. There are typically many moving parts and expertly crafted pipelines for processing audio features.

    Here atBrainChip, we continue the trend of using the hashtag#TENNs model as an end-to-end elegant solution. Introducing aTENNuate, a highly performant network for raw speech enhancement. The input can be noisy, down sampled, and quantized, yet the output is still near crystal-clear. By virtue of being a state-space model, the network can perform real-time enhancement with minimal memory and compute footprint, while at the same time efficiently trainable on parallel hardware.

    Contact Brianchip to learn more.
    Paper:https://lnkd.in/gMPJ3Fan

    Massive thanks to my coauthors Ritik Shrivastava
    and FNU Sidharth
    , and everyone from the Brainchip research team for this great work.
 
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