Re:Using AI to compress audio files for quick and easy sharing
by telotortium on Monday October 31, 2022 @12:38AM
(#33402142)
Impressive results - on CD-quality audio too, not just speech as with many recent codecs. One thing I was not able to find, either in the blog post or the paper (https://arxiv.org/pdf/2210.13438.pdf), was the size of the model.
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Re:Using AI to compress audio files for quick and easy sharing
by augustuspolius on Monday October 31, 2022 @03:21AM
(#33402878)
The phrasing they use is a bit confusing. "Speech" is not a clear quality description, so it's odd to compare speech to a CD quality recording (presumably 44.1 kHz). Speech can also be sampled at CD quality. If they meant to emphasize the difference in frequency range or dynamic range - there were, perhaps, better ways to do that (e.g. "telephone conversation" vs "symphonic orchestra recording").
Re:Using AI to compress audio files for quick and easy sharing
by bscphil on Monday October 31, 2022 @03:42AM
(#33403002)
My best guess is that all they meant by "CD quality" was that it was targeting full band stereo replication, rather than narrow band as is typically used for speech. Not that it could achieve transparent compression at any particular bitrate.
The tiny music clip in the sample, encoded at 6 kbps, is obviously not any kind of evidence for "CD quality" one way or the other. (The clip itself, if you download it from the page, is re-encoded with 64 kbps AAC.) No way to know how it would stack up against 96 kbps Opus on a stack of CDs with blind testing, I don't think.
Re:Using AI to compress audio files for quick and easy sharing
by password4321 on Monday October 31, 2022 @02:23PM
(#33410221)
Yeah, I didn't quite get the "easy sharing" part... need the model for playback!