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And what's great is just in the next month, in March, we now are talking about an addition to that overall feature, which is audio 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This is exciting, and as someone that works with lots of AV...","confidence":0.8129166666666666,"words":[{"word":"This","start_time":20.523,"end_time":20.664},{"word":"is","start_time":20.724,"end_time":20.784},{"word":"exciting,","start_time":20.845,"end_time":21.307},{"word":"and","start_time":21.75,"end_time":21.87},{"word":"as","start_time":22.031,"end_time":22.111},{"word":"someone","start_time":22.132,"end_time":22.373},{"word":"that","start_time":22.413,"end_time":22.534},{"word":"works","start_time":22.574,"end_time":22.795},{"word":"with","start_time":22.815,"end_time":22.956},{"word":"lots","start_time":22.996,"end_time":23.177},{"word":"of","start_time":23.218,"end_time":23.258},{"word":"AV...","start_time":23.278,"end_time":23.62}],"alternatives":[],"language":"en"},{"transcript":" things for my 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And then at the time when the video gets streamed using our ABR technology, that audio normalization can 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very complicated process to do it correctly and where i really see this also being 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actually what the difference is between this original file and then","confidence":0.7024545454545454,"words":[{"word":"actually","start_time":309.002,"end_time":309.324},{"word":"what","start_time":309.384,"end_time":309.525},{"word":"the","start_time":309.565,"end_time":309.626},{"word":"difference","start_time":309.666,"end_time":309.948},{"word":"is","start_time":309.988,"end_time":310.089},{"word":"between","start_time":310.129,"end_time":310.511},{"word":"this","start_time":310.712,"end_time":310.873},{"word":"original","start_time":310.954,"end_time":311.276},{"word":"file","start_time":311.336,"end_time":311.678},{"word":"and","start_time":311.779,"end_time":311.859},{"word":"then","start_time":311.88,"end_time":311.96}],"alternatives":[],"language":"en"},{"transcript":" the normalized 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illustrate the point.","confidence":0.868,"words":[{"word":"illustrate","start_time":346.45,"end_time":346.832},{"word":"the","start_time":346.872,"end_time":346.952},{"word":"point.","start_time":346.992,"end_time":347.213}],"alternatives":[],"language":"en"},{"transcript":"We have these various different sources of noise and they're 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look at the waveforms, but we'll actually have these, the original and the normalized 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i actually created using cloudinary we can see that it starts out with that noise if you 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etc so this is the original we can see that there's some uh there isn't really a lot 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quite quiet but if i pass this e-volume auto we can actually start to see this volume start 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get a little bit more normalized we can see that the really quiet section has been bumped up 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we can see more normalization around these uh the peaks and valleys so the best way to look at 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is if i just go back and forth you can see where this comes through so you know this may seem 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a subtle difference but if you're listening uh to a video and there are these 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these pretty significant changes in audio it really is much more pleasing to the ear it's 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much better user experience um and i think that this is going to help uh like aditya and sam 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