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Lyra: A New Very Low-Bitrate Codec for Speech Compression

    https://ai.googleblog.com/2021/02/lyra-new-very-low-bitrate-codec-for.html
    Pairing Lyra with new video compression technologies, like AV1, will allow video chats to take place, even for users connecting to the internet via a 56kbps dial-in modem. Duo already uses ML to reduce audio interruptions, and is currently rolling out Lyra to improve audio call quality and reliability on very low bandwidth connections. We will continue to optimize …

IMPROVED LOW BIT-RATE AUDIO COMPRESSION USING …

    http://www.mp3-tech.org/programmer/docs/icasp03_.pdf
    this work we propose a new audio coding scheme that is based on improved sound representation found by Indepen-dent Component Analysis. Using a local linear, low rank, non-orthogonal transform, we remove additional redundan-cies in the signal. At low bitrates this coding scheme gives results superior to a legacy perceptual encoding scheme for

WO1997015916A1 - Method, device, and system for an ...

    https://patents.google.com/patent/WO1997015916A1/en
    WO1997015916A1 - Method, device, and system for an efficient noise injection process for low bitrate audio compression - Google Patents. The present …

Audio compression formats comparison at low bitrate - …

    https://www.youtube.com/watch?v=XfmRweUOQDc
    Audio coding in some lossy digital audio compression formats. Includes: GSM, MP3, MP2, AC3, AAC, WMA and OGG Vorbis at around 64Kbit/s.

(PDF) Improved low bit-rate audio compression using ...

    https://www.academia.edu/3413078/Improved_low_bit_rate_audio_compression_using_reduced_rank_ICA_instead_of_psychoacoustic_modeling
    At low bitrates this coding scheme gives ter bank used for time to frequency mapping, bit allocation results superior to a legacy perceptual encoding scheme for and a uniform quantizer. We compared our encoder to a ba- different kinds of audio signals. sic perceptual encoder and it shows superior results in ob- jective listening tests. 1.

Audio compression: How does it work? Why does it …

    https://soundguys.com/audio-compression-explained-29148/
    Bluetooth SIG Bluetooth LC3 scores higher for sound quality than SBC and also runs at lower bit-rates. The LC3 Bluetooth codec at 160kkps claims to sound better than SBC at 345kbps. Our internal findings reveal that the aptX also beats SBC for sound quality, despite a very similar 352kbps bit rate.

What Is Audio Bitrate? ( Quality, Differences, Sample Rate )

    https://hiphopmakers.com/what-is-audio-bitrate
    Summary of Audio Bitrate. Bitrate can be described as the amount of data transferred into audio. Generally, higher bitrates mean better audio quality. The bitrate of audio is the quantity of data that a sound file contains. We hope you now have a better understanding of what audio bitrate is and how it applies to music.

Why does low-bit rate audio sound tinny? - Quora

    https://www.quora.com/Why-does-low-bit-rate-audio-sound-tinny
    Going even smaller, you'll find that audio compression just starts to break down... the sound is very distorted when trying to encode, usually somewhere below 64kb/s, depending on the algorithm. You'll find that some audio CODECs, like xHE-AAC, are specifically designed for low bitrate operation.

Video Camera Bitrate & Compression - Not All 1080P …

    https://www.getscw.com/knowledge-base/camera-bitrate-compression
    IP Camera Bitrate and Compression: Not All 1080P Cameras are Created Equal. We often get asked why our HD POE IP cameras look so much better than other brands, even with "similar specs.". Slapping a 1080P image sensor in a camera that can't keep up with processing a series of 1080P images into video can still legally be called a 1080P camera, but the video (and even …

Low Bitrate Image Compression With Discretized Gaussian ...

    https://openaccess.thecvf.com/content_CVPRW_2020/papers/w7/Cheng_Low_Bitrate_Image_Compression_With_Discretized_Gaussian_Mixture_Likelihoods_CVPRW_2020_paper.pdf
    Low Bitrate Image Compression with Discretized Gaussian Mixture Likelihoods Zhengxue Cheng1, Heming Sun2,3∗, Jiro Katto 1 1 Department of Computer Science and Communication Engineering, Waseda University, Tokyo, Japan 2 Waseda Research Institute for Science and Engineering, Tokyo, Japan 3 JST, PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama, Japan …

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