61–70 of 101 posts
Always love a good bellard ship. This is definitely better than some of the others out there. I threw together some comparisons here at 7kb/s for mp3/opus/aac: https://non.io/TSAC-Comparisons Happy to add other comparisons if others want any. Overall, it's FAR better at these lower bit rates, but that doesn't mean it's necessarily good. One issue I see off the bat is that volume is fairly inconsistent in the output f…
This doesn't have much of a use case. - Can't use it in telephony (obvious application for low bitrates); phone handsets and headsets don't have the power to do it in real time. - Very small files of good quality would be useful in tiny embedded systems that have low flash space: but what systems of that type have the processing power for decoding? Very low storage more or less goes hand in hand with weak processing.…
Until quite recently my phone was the faster computer I owned.
What phone cannot decode these?
Using a ~300 MB model, on a 1 TB hard drive, at 8 Kb/s, we can store... ~30 years of music.
This doesn't have much of a use case. - Can't use it in telephony (obvious application for low bitrates); phone handsets and headsets don't have the power to do it in real time. - Very small files of good quality would be useful in tiny embedded systems that have low flash space: but what systems of that type have the processing power for decoding? Very low storage more or less goes hand in hand with weak processing.…
Archiving over a long period of time might be a use case. I often wonder, how much of the data currently in circulation will be lost at some point? HDD/SSD last a couple of years. Most of the data in the cloud will be copied over, but some will be lost. If you extrapolate to a 1000, 1 000 000 years, how much will remain? Will something survive the civilization collapse? I guess most people don't care, but some will .…
How is this possible? Does it use floating point and concurrency?
Cross-platform floating point determinism is seriously difficult. The Rapier physics engine could do it [0] at the expense of disabling simd and multithreading. It also works only on platforms that strictly comply to IEEE 754-2008 which I think that GPUs usually don't qualify (regarding subnormal numbers etc). Another thing that may have issues is fused multiply-add which may give higher precision than doing multiplication and addition separately (I think some platforms don't have FMA in hardware)
For example, it seems that TSAC currently runs on CPUs and nvidia GPUs. Could porting to AMD GPUs affect determinism?
> The Transformer model is evaluated in a deterministic and reproducible way. Hence the result does not depend on the exact GPU or CPU model nor on the number of configured threads. This key point ensures that a compressed file can be decompressed using a different hardware or software configuration. How is this possible? Does it use floating point and concurrency? Cross-platform floating point determinism is serious…
Earlier quoted context omitted.
Innovation goes in steps and iterations ;) When mp3 came out, I could just barely play a song encoded from 44.1kHz/16 bit stereo on my PC, taking almost 100% CPU. Today they can be played on a cheap microcontroller. I like that they share their work, it can lead to something some day.
MP3's were playable on cheap boom box stereos, and portable CD players, 20+ years ago. Such consumer devices capable of decoding MP3's appeared within less than half a decade of MP3 itself, by my recollection.
Maybe add this URL to the calendar on today's date in 5 years an go back and reply with the answer :-D
This doesn't have much of a use case. - Can't use it in telephony (obvious application for low bitrates); phone handsets and headsets don't have the power to do it in real time. - Very small files of good quality would be useful in tiny embedded systems that have low flash space: but what systems of that type have the processing power for decoding? Very low storage more or less goes hand in hand with weak processing.…
Archiving over a long period of time might be a use case. I often wonder, how much of the data currently in circulation will be lost at some point? HDD/SSD last a couple of years. Most of the data in the cloud will be copied over, but some will be lost. If you extrapolate to a 1000, 1 000 000 years, how much will remain? Will something survive the civilization collapse? I guess most people don't care, but some will .…