Improve stream quality algorithim

orrato_
  • Edited

Discord default behavior for choosing stream bit-rate is defined by the viewer with the worst connection. If one viewer, in a universe of n-viewers, have a slow connection, Discord will degrade the quality for everyone watching.

For example, I was streaming for 8 friends in my server, one friend who joined last had a bad connection. The stream quality went from 8000kbps to 1500kbps, which is the lowest bit-rate Discord will stream at, and the quality went from excellent to unwatchable.

This makes Nitro stream quality almost useless in some situation, and degrades the quality and the experience for all viewers when only one has a problematic connection.

I believe that default behavior should be to average the bit-rate based on everyone's connection, or to even drop frames and show a warning to whoever has a bad connection.

 

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Comments

2 comments

Date Votes
  • dushan

    Having the correct stream quality algorithim is important in ensuring your content is not lost or distorted during broadcasting. There are several algorithims available on the market, but which one should you choose? There are some key factors to consider, including the type of content, its source, and the network conditions.

    Pre-stream testing
    Streaming is a growing business and the competition is fierce. To combat this, it's important to test and improve your stream's quality and performance before launching into the wild. To that end, Restream is a good place to start. It allows users to record and preview their live stream without jeopardizing their privacy. The company also boasts a slew of features designed to help you optimize your content for better performance. Whether you're streaming video, audio, or photos, Restream will have a solution for you. The company has a number of plans to choose from, including the flagship Pro plan and the Business plan. To ensure your content is top-notch, Restream recommends using a good quality Internet connection. This is particularly important if you're planning on sending your content to popular platforms like YouTube.

    To improve your stream's longevity, it's a good idea to use a higher powered CPU. This will also help ensure your content is ready to go as soon as you press play. As for storage, the company offers a scalable platform that allows you to store your video content in the cloud, or a local drive.

    Multi-quality Adaptive Video Streaming (AVS)
    Adaptive video streaming (AVS) is a technology that improves video streaming over HTTP networks, resulting in smoother streams, less buffering and reduced packet loss. It works by storing different video quality versions of each chunk of video. It uses multiple bitrates to allow seamless streaming. AVS also works well with content delivery networks. It is a standard for high-end streaming providers. It is a powerful way to improve video streaming and provide a better user experience.

    AVS is built into web browsers, but it can be used on a number of devices. It provides a buffer-free viewing experience for viewers with slower Internet connections. It can also be used on devices with limited processing power, such as mobile devices.

    Video players will choose a bitrate based on the bandwidth of the device. They start streaming at the lowest bitrate available, but the player can increase the bitrate as the network conditions change.

    Adaptive bit rate streaming is a powerful way to improve video streaming over HTTP networks. Streaming providers use it to offer viewers a superior viewing experience, minimizing disruptions for mobile users. The technology works well with content delivery networks, but it can also be delivered directly from an ordinary web server.

    Adaptive bit rate streaming is also used by studios and post-production houses to provide viewers with the best possible experience. It allows little buffering when streaming high-resolution feeds. It also simplifies the workflow.

    Pensieve
    MIT researchers have developed an artificial intelligence (AI) stream quality algorithm called Pensieve. The system uses machine learning to select different streaming algorithms. It improves video quality by 10 to 30 percent and reduces rebuffering.

    Pensieve is designed to adapt to changing network conditions. It uses a system of rewards and penalties to tune its algorithms. Depending on network conditions, it picks the best algorithms to stream video. Pensieve can adapt to changes in bitrate by increasing the bitrate gradually or by increasing the quality of the stream. It can also be tweaked to prioritize conservation of data or playback speed.

    Pensieve is able to make better decisions than traditional streaming algorithms. It improves video quality by using a neural network to select different streaming algorithms. Unlike traditional algorithms, Pensieve can adapt to different network conditions. It can even generalize to new scenarios in real life. It can be trained on YouTube-scale data and is expected to offer greater improvements on larger data sets.

    The Pensieve video streaming method uses machine learning to select algorithms based on rewards and penalties. It results in smoother video playback, and improves quality by 10 to 30 percent. It also uses a reward system that can be customized to suit the needs of content providers. (Logic Pro)

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  • Pr0Sh00t3r

    orrato_

    I am having a similar issue, how do you get to the debug screen?

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