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See, Hear, Explore: Curiosity via Audio-Visual Association ...

    https://blog.ml.cmu.edu/2021/06/11/see-hear-explore-curiosity-via-audio-visual-association/
    Our audio-visual association model: The frames (top left) and potentially misaligned audio waveform (bottom left) are preprocessed into 512-dimensional feature vectors using a random feature network and FFT, respectively. The discriminator network (right) takes these features as inputs and is trained to output whether or not they are aligned. 2D conv …

Audio - VIA Technologies, Inc.

    https://www.viatech.com/en/silicon/legacy/audio/
    VIA Vinyl Audio represents VIA’s acclaimed line of dedicated audio chips, offering the highest level of audio fidelity and best feature sets available on the market. VIA has remained at the forefront of PC audio technology by pioneering 24-bit resolution with 96/192kHZ sampling rates and by being the first audio solution to enable 8-channel surround sound.

See, Hear, Explore: Curiosity via Audio-Visual Association

    https://research.fb.com/wp-content/uploads/2021/05/See-Hear-Explore-Curiosity-via-Audio-Visual-Association.pdf
    Audio and visual information are closely linked, and since we commonly have access to both in the form of video, this is a rich area for self-supervision. Aytar et al. [28] used audio from Atari in the form of YouTube videos of people playing the games. This work uses audio-visual demonstrations from YouTube to learn a visual embedding.

Analyzing Liquid Pouring Sequences via Audio-Visual Neural ...

    http://gamma.cs.unc.edu/PSNN/Analyzing_Liquid_Pouring_Sequences_via_Audio_Visual_Neural_Networks.pdf
    Our motivation is to use audio to augment a robot’s visual sensing, thereby enabling the use of learned audio-visual feedback. To the best of our knowledge, this is the first use of learned audio-visual feedback to estimate the weight of poured liquids and classify liquid type and container. The key contribution of this work is a novel, multimodal

Medicare "Audio-Only" Telehealth Services - CodingIntel

    https://codingintel.com/medicare-audio-only-telehealth-services/
    The initial and subsequent wellness visit codes may be done via phone only. The Welcome to Medicare/Initial Preventive Physical Exam service, G0402, may not be done via telehealth, either with audio/visual or phone only. Screening HCPCS Codes. There are a list of screening HCPCS codes that may be done via the phone.

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