24/192 Music Downloads Are Very Silly Indeed (2012)
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I’m not sure how big that market is these days, though. I recently decided to move from a block in the city to a house in the surrounding countryside purely to get a quieter listening environment and let me really enjoy the high-dynamic-range recordings I have – I listen to a lot of classical music, especially the avant-garde with its even greater range, e.g. the Ligeti cello concerto starting from pppppp. Yet even among my friends who are really obsessed with such music, seeking a better listening environment seemed an extreme measure to take.
So, people who a generation ago would have invested in higher-end equipment (not audiophile snake oil, just better speakers) and who would have sought silence are now giving in to listening to music on their phones or cheap computer speakers. It’s a big shift.
Music streaming services have since become a very important music listening medium. Spotify, Google Music, Apple Music and others do normalization of these loudness levels. This neutralizes the loudness wars as it makes loudness wars treatment of music useless, at least when listened on streaming services [1]. Music mastered in the loudness war will still have problems with dynamic range but the perverse motivations causing the war are simply not as relevant for new music.
I agree the loudness war was a huge problem a few years ago, but changing trends in the ways music is being listened to is solving it. The way you present the loudness war problem is therefore somewhat out of touch.
[1]: https://motherboard.vice.com/en_us/article/ywgeek/why-spotif...
It is especially noticeable if one listens to "modern" vs older CDs vs the radio. I suppose Producers now feel compelled to exercise subwoofers and thump the audience, or compensate for crappy earbuds in the target audience, or maybe that's just what people want because even radio commercials are complicit -- it's difficult to listen to someone talk with "thump/thump/thump" drumbeats in the background. Often, I simply turn it off.
In my car, I have the bass response dialed back by about 50%, and even dip the mid-range by about 15% to get what sounds to my ears like a flat response.
I have mild hearing loss from the 250 to 1k range, so my ears are already attenuating the signal -- I can only imagine how "bass heavy" it must sound to someone with normal hearing!
My personal example of a song where it doesn't work is Johnny Cash's "Hurt". Around 3 minutes into the song, Johnny Cash's vocal noticeably distorts. From my perspective, the distortion is absolutely a loudness war phenomenon: if you look at the waveform in an editor, the song starts off pretty "hot" given that there's a very noticeable crescendos at the end. At the end of the song, where the music is pretty much maxing out, there is no bandwidth left. There is no other option to stand out but to push Johnny's voice to distortion.
I've seen people in message boards say the distortion in the vocals adds "intensity". Personally, I'd love to see an un-Loudness War version where Johnny Cash gets several dB more to cleanly sing over the music. Where dynamics, not distortion, is what is driving the intensity. For my tastes, it would be much preferred.
[1]: https://en.wikipedia.org/wiki/Loudness_war#Examples_of_.22lo... (not including the 'remasters')
I found the album a bit tiring to listen to because of the continuous loudness. No particular parts really stood out to me, because everything was just sort of loud and it just seemed to go in one ear, out the other. I could pay real close attention, one can always listen better :) But again it is a bit tiring and you can't do much else.
Then again, I just really prefer their first 2-3 albums, which have quite a different sound altogether.
And I'm curious which Oizo albums you're referring to? I love his stuff, and yes some of his tracks are quite loud, (but not all the time, the whole track), but they never quite struck me as a typical "loudness war" type of loudness. Unless I'm thinking of the wrong tracks here (No Day Massacre? Last Night a DJ Killed My Dog?), he seems to like to hit a well sound-designed overdriven bass buzz, with not too much else playing at the same time (and where it does, close attention to envelopes, cutting off hits, ms transient timings) if you do that right and just normalize to max amplitude, you're 95% of the way there (at which point my experience is that compression on top of that usually fucks up that careful detail work, but maybe I need more practice or a different plugin). Possibly I'm thinking of the wrong tracks here, at least you gave me an reason to re-listen his stuff with a different ear/attention (loudness sound-design), which is always interesting :)
You'll need an exceptional good clock to start with, and all other equipment needs to align to that clock. Then all plugins/processing you use needs to be in the same 24/192 domain, otherwise your signal is reduced to the limit of that plugin/processing and all previous efforts are lost.
Most music producers use samples, most are 16/44, so what's the point to try to get that to 24/192, filling the signal with zero's..
If a piece of music is in very rare occasion truly 24/192 then the listener who downloaded the track still needs a exceptional good clock (that are both expensive and hard to find) to playback without signal reduction.
IMAO 24/192 is just a marketing thing for audiophiles that don't really understand the implications. 24/96 should be a reasonable limit for now, although personally I think 24/48 is enough for very high quality audio.
> Most music producers use samples...
Most people interested in better-quality sound in this particular context aren't listening to contemporary electronic music with samples. 24/192 or SACD is so desirable for reissues of older recordings in pop or jazz genres where those formats were mastered with higher dynamic range, while the available CD versions or lower-bitrate downloads were mastered with loudness-wars compression. The format is also attractive to classical music listeners, because SACD gives you multichannel audio; and some classical labels are now giving loudness-wars treatment to the non-SACD or non-24/192 formats of a particular new release.
That's depressing.
In the studio, I would say that 24 bit at least should be the norm for recording purposes.
24 bit recording gives you very noticeable increased headroom (about 20dB). This gives you quite a bit more flexibility recording lower levels without concerning yourself about the noise floor. The difference isn't huge for most prosumer setups in practice, but given that the processing power and storage power of computers makes recording in 24 bit trivial to do, there really is no reason not to record 24 bit these days IMHO.
Sample rate also comes into play, mainly if you have older plugins that do not oversample. Some of the mathematical calculations involved, particularly if they are quickly responding to audio changes (eg limiting / compression, distortion), or are using "naive" aliasing-prone algorithms (eg naive sawtooth wave vs. something like BLEP / PolyBLEP etc.), can introduce frequencies beyond the Nyquist that may translate into aliasing. These days, I would say most plugins do oversample internally or at the very least give you the option to do so. There's also a VST wrapper to over-sample older plugins as well (http://www.experimentalscene.com/software/antialias/). So I do not think recording over 44.1kHz is very necessary these days. I don't discount opinions from people that recording at 192kHz "sounds better", though, given the possibility that they are using plugins that are prone to aliasing at 44.1kHz rates.
I personally do not see any benefit of 16/44.1kHz for playback most recordings. Maybe 24 bit would be useful for heavily dynamic music (one of the few categories where you generally find this is orchestral music), but I'm thinking even for here the 96dB range of 16 bit audio should be enough for most cases.
To be fair, that only applies to the digital part of your signal chain. The analog portion is going to have nowhere near 24 bits of room above the noise floor.
The article is pretty clear that 24/192 can be reasonable for production-- it's just not reasonable for playback.
But your arguments aren't quite right, IMO. If you have a 16/44 sample, and you don't play it at full volume, you get some use out of those extra bits. Especially if you have a volume envelope.
Also many modern samples are actually saved as 24 (or 32 bit even). Especially if they're my own creation from noodling around with softsynths, but they're shared like that as well, obviously.
Then, if you apply a plugin or effect that supports 192/24 output, on a 16/44 sample, you still get useful information in those additional bits, even if the sample did not. Think of the very quiet end of a reverb tail, for instance.
But that's for producers. It's always good to have your working stuff in high quality, you never know how far you'll end up amplifying those low order bits.
So I can see the use for 24 bit audio (in certain contexts), but I'm really not so sure at all what the 192kHz is good for. Since it's waaaayyy above the human hearing range, all I can think of is dithering. You can hide a lot of your dithering noise in the ultrasonic range (which almost seems like free lunch IMHO) and then ... you obtained even more (virtual) bits of fidelity! Which you didn't really need cause you were using 24 bit audio in the first place.
I agree it's mostly a marketing gimmick, otherwise.
the 24/192 downloads or SACD releases are often the only way to hear the album with real dynamic range.
Yeah, this is often true. Some of Green Day's (a band I've never previously been into) albums were released in 24/192 or 24/96 a few years back and they actually sounded really great, with real dynamic range.Also true? The completely absurd fact that sometimes a vinyl rip of an album will actually have the highest dynamic range, even though vinyl has a much smaller dynamic range than 16/44 audio. Bands often use "loudness wars" mastering for the digital release and then proper mastering for the vinyl release.
Back in the day you'd occasionally see remastered "gold" discs released. The advertising made a big deal about the disc material. Those probably sounded different too (they managed to sell them at a great premium) but with those, they sounded better because of the newer remastering, not the disc technology.
It's certainly possible this is the case with some of those releases remastered for SACD as well. The label probably didn't give Green Day a huge amount of money for production when they made Dookie, for example, but it eventually sold 20 million copies and additional production made sense. If it sounds better to the listener it's a real benefit, too, but it is quite likely not down to the playback technology.
Two oddball things I've noticed about remasters in the last couple of years: there's some agreement out there that the newest remaster of Hendrix's records is not the best. And King Crimson, who has an audiophile following and decorates their catalog with remasters with alarming regularity, removed a little dynamic range (an oversimplification) from the newest remaster of Larks Tongues in Aspic when remastering the CD and mastering for DVD/A because people very understandably complained about the (technically very good) previous version being too quiet. Audiophiles say they want dynamic range, but...
The label probably didn't give Green Day a huge amount of
money for production when they made Dookie, for example,
but it eventually sold 20 million copies and additional
production made sense.
I don't know about Dookie but their latter albums were recorded with full dynamic range and then squashed down into loudness-wars style mush.No. It's still entirely silly. The reason? The dynamics are unrecoverable once squashed by a limiter or compressor during the remastering process. The fidelity of the delivery medium is moot after that happens.
If the SA cd promised that they reloaded the source tape/protools/whatever DAW was used and remixed/ remastered the songs to actually have dynamic range then I would be interested. As far as I am aware this isn't happening, and is implausible for any record of considered a classic
Many SACD reissues do go back to the source tape. This is a frequent cause of complaint with SACD reissues of classic jazz recordings from the 1960s: sometimes you get better sound in terms of dynamic range than any previous CD issue of that recording, but in the meantime the source tape may have deteriorated in parts.
Even with recordings from the “loudness wars”, there is sometimes room for dynamic range improvement when remastering. A good example is Rush’s album Vapor Trails. This was an infamously botched recording upon its original release, on a scale with Death Magnetic. Because loudness-wars treatment plagued the original tracks before mixing, the damage could never entirely be repaired. However, the additional process of compression applied to the source during transfer to CD could be reversed, so the album was eventually reissued as Vapor Trails Remixed, and while still flawed, that reissue has a lot more room to breathe than the original CD release.
"Remastered" reissues on the other formats – CD or lower-bitrate downloads – are nowadays expected to be listened to through cheap earbuds or speakers and perhaps in noisy urban environments. So, the engineer applies "loudness wars" treatment, compressing their dynamic range so the listener can still hear the quiet parts even with all the noise around them.
I noticed a similar thing with TV a few years ago. Despite watching a standard def. channel on a SD TV some programmes had a very noticeably better image quality. I think these had been shot and edited in HD and although the 'last mile' was still in SD there had been less degradation in the processing so the final picture was much better.
the mastering engineer has to be approved and there are some minimum dynamic range standards
also 24 bit (but not 192khz) master files have to be supplied
reportedly some of the streaming services (Spotify, YouTube) are now applying some 'loudness normalisation' which will bring some of the bad loud masters into line (it won't restore their dynamic range but will make them similar loudness to other tracks)
the loudness wars were never about what's good for listeners, but rather a competition for tracks to sound louder than other people's tracks when played consecutively on radio or in your music player
Then, 24/192 is mostly a "weak signal" to help you estimate if the audio was treated with care.
16-bits = 2^16 * 0.01 = 655 discrete levels
24-bits = 2^24 * 0.01 = 168000 discrete levels
You cannot buy good recordings in other formats, in this format you can. So there's a market - not a very big one as such, and maybe created for all the wrong reasons, but it is there.
Doing this process in 24 bit gives you a large margin of error to play with. No real point to keeping that for the recording people are going to listen to
Yes, those high dynamic range releases usually get published in 24/192. No, the fact that they get published in 24/192 does not, as far as human hearing goes, add anything to the dynamic range or otherwise the fidelity of the recording.
Since the correlation is so strong, it is of course entirely understandable that people assume causation exists.
Is there a technical reason why the mastering is so different for the two mediums, CD versus vinyl?
Thus, people started mastering CDs for loudness.
An alternative idea of mine is simpler. Loud music is considered worse than quiet music (quiet music sounds worse, but loud music still does, and also bothers other people). So, when you need to pick a volume setting for your collection, you bias towards setting it lower, so the really loud ones don't become too loud. Thus, the quieter CDs are annoying because they always sound quiet, whilst the load CDs sound about right, because your volume is much more suitable for them.
I guess special purpose releases don't usually end up on the radio so they can be mastered for people who actually appreciate music. ;)
As ever this difference can be impossible to detect if the equipment and environment aren't of a sufficient fidelity/quality.
What kind of gaps? There are no gaps. Sampled signals perfectly represent the original wave up to half the sampling frequency. Analog systems are inevitably limited in their frequency response as well, so, given the same bandwidth, there would be no difference at all.
In the real world, imperfect A/D and D/A conversions are typically still far less destructive than all the mechanical and electromagnetic sources of noise that affect analog systems. You can't consider one but not the other.
https://www.youtube.com/watch?v=cIQ9IXSUzuM
I think you're right that recording equipment has a long way to go, though; regardless of format I think people can relatively easily distinguish real acoustical instruments from recordings.
Although in any case, nothing justifies the pricetag dished out to audio enthusiasts.
It's only at higher tiers that the difference might really be imperceptible to many ears.
You are misconstruing Monty's argument here. He is very much against mp3...in fact he says he could tell the difference between high bitrate mp3 and 16 bit 44k wav. The real point of the video is that 16 bit 44k wav is beyond sufficient...don't need to go beyond that to 24-bit 192kHz.
In the early days, when all mp3 encoders were pretty bad, I could tell which encoder produced a given file. mp3 encoders today are vastly better. I've not been able to do that party trick in a long time.
Usually what is happening here is you're getting a master that hasn't been compressed to death (see loudness wars). Vinyl is a shit source for 'quality', but most records aren't compressed to death so they can still sound better on a good set of speakers due to the dynamic range.
https://xiph.org/video/vid2.shtml
So well prepared, so well presented, so little that could be removed without ruining it.
I aspire to do such good demos but always fall so short.
The camerawork was excellent and the demonstration integration/trinket-wielding was seamlessly done. I get the impression the people who made this had a case of "let's use the ThinkPad for this, and let's do it this and that way," and they pulled it off so perfectly, exactly how engineers wish would happen.
If you ever need a reference demo for "open-source software can make good looking presentations," this would be on the shortlist, I think. (The credits say it was made using Cinerella, for reference.)
I have said the same thing. I was a film major, a video producer, and a tech writer (now a programmer), and I am in awe.
Check out also the making of:
* https://wiki.xiph.org/Videos/A_Digital_Media_Primer_For_Geek...
The sound was done similarly to the previous video, which hadn't drawn comments. This time though, a sizable fraction of people said it was distracting.
It is the same with most "well-written" articles in newspapers nowadays. We do not even feel it but its just canned food, a lot of jelly and chemical taste enhancer but the amount of real meat inside is near zero.
Agreed. Wow!
Without diversion via the questions embedded in the profession and the perception and self perception of the male geek working and academic world, I so rarely see a presenter reacting to a sense of apparent human warmth in the room, and beyond the lens, which even with the most encouraging assistance behind the lens, is genuinely hard to do. Hard enough that I think it is a classic contribution to the stereotypes of inflated ego newsreel presenters, which Hollywood loves to satirise, in my opinion because Hollywood is mocking, to their narrow and insecure view, a subspecies of acting which when done well, can so massively capture the greater audience than ever some most serious actors may manage to capture.
This is a bit more than a little bit of geek knowhow and applied thought, but I think many geeks by virtue of sheer analysis without a obstruction of a ego, could be handily outperforming the supposedly inherent talent they are "meant" to possess. It may be reaching well into "real serious" acting, very easily. I don't pretend to be a judge of that, but if acting abilities are "I know it when I see it", this is excellent acting indeed.
Edit, is not was, first line. A comma for clarity but later on.
The problem whenever somebody writes about digital audio, is that it is very tempting to hold on to sampling theory (Nyquist limit, etc) and totally discard the problems of implementing an actual Analog-Digital and Digital-Analog chain that works perfectly at 44100Hz sample rate.
I agree with the assesment that 16 bit depth is good enough; even 14 bit is good enough and was used with good results in the past (!). However, the problem is with the sampling rate.
> All signals with content entirely below the Nyquist frequency (half the sampling rate) are captured perfectly and completely by sampling;
Here lies the problem. This is what theory says, however, when using 44KHz sample rate, this means that to capture the audio you need to low-pass at 22KHz. And this is not your gentle (6, 12 or 24db) low-pass filter; no, this needs to be HARD filtering; nothing should pass beyond 22KHz. And this must be on the analog domain, because your signal is analog. To implement such a filter, you need a brickwall analog filter and this is not only expensive, but it also makes mess with the audio, either 'ringing' effects and/or ripple on the frequency response and/or strong phase shifts.
So on Analog-to-digital in 2017, converters should be operating at a higher rate (say, 192KHz), because this makes analog filtering of the signal much easier and without side effects.
Now, for Digital-to-Analog, if your sample rate is 44KHz, you have two alternatives:
a) Analog brickwall filtering, with the problems noted above
or
b) filtering on the digital domain + using oversampling
the article mentions:
>So the math is ideal, but what of real world complications? The most notorious is the band-limiting requirement. Signals with content over the Nyquist frequency must be lowpassed before sampling to avoid aliasing distortion; this analog lowpass is the infamous antialiasing filter. Antialiasing can't be ideal in practice, but modern techniques bring it very close. ...and with that we come to oversampling."
So they are mentioning alternative (b). The problem is that oversampling does not solve all problems. Oversampling implies that the filtering is done on the digital domain and there are several choices of filtering you could use, for example FIR (Finite Impulse Response), IIR (infinite impulse response), etc.
And each one of these choices have side effects...
In short, the problem is that with 44KHz sampling rate, your filter cutoff (22KHz) is too short to your desired bandwidth (20Hz-20KHz). Using a sample rate of 192KHz gives the DAC designer much more leeway for a better conversion. And CONVERSION is the key to good digital sound.
>What actually works to improve the quality of the digital audio to which we're listening?
It is interesting that the author mentions things such as "buying better headphones" (agree), but he never mentions "Getting a better Digital to Analog converter", which is highly important !!
On the other hand, he backs up his claim that "44KHz is enough" with an interesting AES test i was already aware of in the past:
>Empirical evidence from listening tests backs up the assertion that 44.1kHz/16 bit provides highest-possible fidelity playback. There are numerous controlled tests confirming this, but I'll plug a recent paper, Audibility of a CD-Standard A/D/A Loop Inserted into High-Resolution Audio Playback, done by local folks here at the Boston Audio Society.
This is a very interesting paper, and I did have the copy, however the test equipment should be checked. There are systems and better systems. The AES paper cited above had the particularity that the ADC and DAC used were provided by exactly the same machine (a Sony PCM converter), with the same strategy: no oversampling, brickwall analog filters. I can bet (99% sure) that the brickwall filters were identical on the ADC and the DAC on that machine; Murata-brand filters in a package.
The devil, as they say, is in the details.
> Oversampling is simple and clever. You may recall from my A Digital Media Primer for Geeks that high sampling rates provide a great deal more space between the highest frequency audio we care about (20kHz) and the Nyquist frequency (half the sampling rate). This allows for simpler, smoother, more reliable analog anti-aliasing filters, and thus higher fidelity. This extra space between 20kHz and the Nyquist frequency is essentially just spectral padding for the analog filter.
> That's only half the story. Because digital filters have few of the practical limitations of an analog filter, we can complete the anti-aliasing process with greater efficiency and precision digitally. The very high rate raw digital signal passes through a digital anti-aliasing filter, which has no trouble fitting a transition band into a tight space. After this further digital anti-aliasing, the extra padding samples are simply thrown away. Oversampled playback approximately works in reverse.
> This means we can use low rate 44.1kHz or 48kHz audio with all the fidelity benefits of 192kHz or higher sampling (smooth frequency response, low aliasing) and none of the drawbacks (ultrasonics that cause intermodulation distortion, wasted space). Nearly all of today's analog-to-digital converters (ADCs) and digital-to-analog converters (DACs) oversample at very high rates. Few people realize this is happening because it's completely automatic and hidden.
The main point of the article is to argue that storing or transmitting music above 16-bit, 48 kHz is wasteful and potentially harmful. It still fully condones using higher specs for audio capture, editing, and rendering.
Of course it is acceptable. Even 14 bit audio at 36KHz with a great DAC would be fairly nice, acceptable.
What the article claims is that 192KHz is useless, of no benefit. And i contend that it is of benefit when you want more than just good or acceptable performance. Not if you have a run of the mill DAC and OK headphones/speakers, but it is if you are a music lover and critical listener.
It doesn't matter if you're a music lover or critical listener!
The article claims that 192KHz downloads are of no benefit. It's right there in the article's title. It's difficult to not accuse you of willfully misinterpreting his argument.
>So they are mentioning alternative (b). The problem is that oversampling does not solve all problems. Oversampling implies that the filtering is done on the digital domain and there are several choices of filtering you could use, for example FIR (Finite Impulse Response), IIR (infinite impulse response), etc. And each one of these choices have side effects...
Citation needed here, oversampling solves virtually all the problems + with modern DSP the FIR filters can be made extremely good. the induced noise of modern adc/dac's is seriously tiny, and swamped by the recording noise of your audio.
That is no reason to store or even process your music at higher rates, though.
You are describing alternative (b) i mentioned above: digital filtering plus oversampling. This also isn't without side effects.
Oversampling a 44KHz signal is not the same as having a 192Khz material to start with. Very different.
In practice, signal quality issues are usually layout and supply issues, not problems with the converter itself.
In practice, the speakers and ears are the worst parts with the largest non-linearities and a frequency response that looks like a nuke test area compared to the FR of the converter. Of course, in the case of speakers, we have concluded that we want them to have their own sound, because neutral speakers are not possible.
(I tend to avoid discussing the other critical parts — original recording quality and the listener's ears — because these are often immutable constants.)
Consider a dog that lives with a musician who plays, for example, trumpet. The musician plays the trumpet at home to practice, and also records his practices to review.
A trumpet produces significant acoustic energy out to about 100 KHz [1]. When the musician plays live the dog hears a rich musical instrument. When the musician plays back his recordings, half the frequency range that the dog could hear in the live trumpet will be gone. I'd imagine that this makes the recorded trumpet a lot less aesthetically pleasing to the poor dog.
I only say this because most people are happy listening to music on CDs but when in the presence of a live band (eg an orchestra) it is suddenly obvious how incredibly loud it is. My brother is a drummer and I find it incredibly loud; I am a bass player and I don't play loud although he sometimes complains that there's "too much bass". Perhaps we just go deaf in our relative audio spectrum.
Both those huge efforts has gone into controlling the humanly audible part of the sound. Whatever sound is accidentally produced in other frequencies is probably at best aesthetically neutral, but more likely distracting.
Though my guess trumpeting is just noise to dogs either way.
Then I'll be mighty glad we made all these high-res recordings.
What if, this actually becomes possible, but we discover that because we previously couldn't hear these frequencies, our instruments and equipment are HORRIBLY mis-tuned and sound terrible? We may end up having to re-record tons of stuff.
Something something premature optimization. And part of me is glad that the art of hand-making instruments is not yet lost; we might need the originals in the future.
Disclaimer: I say this as a completely naive person when it comes to instruments. The answer to this may be "if it wasn't built to resonate at frequency X, it won't by itself," which would be a good thing.
The good news is that you strip out all of this robot propaganda and still hear the exact same music, simply by encoding at a reasonable rate.
Have we asked the dogs?
The frequencies there are no longer musical in the sense of being recognized as musical notes.
That is to say, although in a pure arithmetic sense, frequency 148080 is an A, since it is a power of two multiple of 440; five octaves above it, we don't hear it as an A tone.
The frequencies in that ballpark just have to be present to add a sense of "definition" or "crispness" or "air" to the sound.
In fact, this can be faked!
In the OPUS codec, there is something called SBC: spectral band compression. What this refers to is basically a hack whereby the upper harmonics of the signal are completely stripped away, and then re-synthesized on the other end based on a duplicate of the lower harmonics or something like that. The listener just hears the increased definition.
The thing is, the higher sample rate data doesn't actually have a lot of the higher components after 20 kHz.
What the faster sample rate allows is to use a less aggressive filter.
Instead of a "brick wall" filter that rapidly cuts off after around 20 kHz, one with fewer poles can be used which rolls off more gently.
The higher sample rate ensures that there isn't any aliasing.
192 kHz audio does not reproduce flat up to 90 kHz.
(I'm going to gloss over the microphone used on the trumpet, or the loudspeakers which ultimately reproduce it.)
However, all musicians I know use these high-rez formats internally. The reason for that, when you apply audio effects, especially complex VST ones, these discretization artifacts noticeably decrease the result quality.
Maybe, the musicians who distribute their music in 24/192 format expect their music to be mixed and otherwise processed.
Not 192 kHz; no friggin' way.
Repeated processing through multiple blocks at a given sample rate does not produce cumulative discretization problems in the time domain; it's just not how the math works.
Both your inputs (ADC) and outputs (DAC) are fixed-point. Why would you want to use a floating point in between? Technically, 64-bit floating point format would be enough for precision. But that would inflate both bandwidth and CPU requirements for no value. 32-bit floating point ain’t enough. Many people in the industry already use 32-bit integers for these samples.
> Not 192 kHz; no friggin' way.
I think you’re underestimating the complexity of modern musician-targeted VST effects. Take a look: https://www.youtube.com/watch?v=-AGGl5R1vtY I’m not an expert, i.e. I’ve never programmed that kind of software. But I’m positive such effects are overwhelmingly more complex than just multiply+add these sample values. Therefore, extra temporal resolution helps.
BTW, professionals use 24bit/192kHz audio interfaces for decades already. E.g. ESI Juli@ was released in 2004, and that was very affordable device back then.
> Why would you want to use a floating point in between?
Because 32-bit float has enough mantissa bits to represent all 24-bit integer fixed-point values exactly, so it is at least as good.
Because 32-bit float is friendly to vectorization/SIMD, whereas 24-bit integer is not.
Because with 32-bit integers, you still have to worry about overflow if you start stacking like 65536 voices on top of each other, whereas 32-bit float will behave more gracefully.
Because 32-bit floating-point audio editing is only double the storage/memory requirements compared to 16-bit integer, but it buys you the ultimate peace of mind against silly numerical precision problems.
Fixed point arithmetic is non-trivial and not well supported by CPU instruction sets. (Hint: you can't just use integer add/multiply.)
> I think you’re underestimating the complexity of modern musician-targeted VST effects. I’ve never programmed that kind of software. But I’m positive such effects are overwhelmingly more complex than just multiply+add these sample values. Therefore, extra temporal resolution helps.
Indeed, many audio effects require upsampling to work well with common inputs, e.g highly non-linear effects like distortion/saturation or analog filter models. However usually they perform upsampling and downsampling internally (commonly between 2x-4x-8x). While upsampling/downsampling is expensive (especially if you are using multiple of these types of plugins) its not clear if running at a higher sample rate across the board is worth it just to save those steps.
But it's not resolution, right? It's extra frequencies outside the audible range. Is there any natural process that would make those affect the audible components, if I were listening to the music live instead of a recording?
The main reason is that it solves clipping in the pipeline.
Because if you don't you accumulate small errors at each processing step due to rounding. Remember that it is very common for an input to pass through multiple digital filters, EQs, some compressors, a few plugins, then to be grouped and have more plugins applied to the group. You can end up running the sample through hundreds of equations before final output. Small errors at the beginning can be magnified.
Pretty much all pro-level mix engines use 32-bit floating point for all samples internally. This gives you enough precision that there isn't a useful limit to the number of processing steps before accumulated error becomes a problem. By all samples I mean the input comes from a 24-bit ADC and gets converted to 32-bit FP. From that point on all plugins and processes use 32-bit FP. The final output busses convert back to 24-bit and dither to feed the DAC (for higher-end gear the DAC may handle this in hardware).
As for 192 kHz I've never seen or heard a difference. Even 96 kHz seems like overkill. A lot of albums have been recorded at 48 kHz without any problems. As the video explains there is no "missed" audible information if you're sampling at 48 kHz. I know that seems counter-intuitive but the math (and experiments) bear this out.
An inaccurate but intuitive way to think about it is your ear can't register a sound at a given frequency unless it gets enough of the wave which has a certain length in the time domain (by definition). If an impulse is shorter than that then it has a different frequency, again by definition. 1/16th of a 1 kHz wave doesn't actually happen. Even if it did a speaker is a physical moving object and can't respond fast enough to make that happen (speakers can't reproduce square waves either for the same reasons - they'll end up smoothing it out somewhat). Even if it could the air can't transmit 1/16th of a wave - the effect will be a lower-amplutide wave of a different frequency. And again your ear drum can't transmit such an impulse (nor can it transmit a true square wave).
I've done a lot of live audio mixing and a little bit of studio work, including helping a band cut a vinyl album. Fun fact: almost all vinyl is made from CD masters and has been for years. The vinyl acetate (and master) are cut by squashing the crap out of the CD master and applying a lot of EQ to shape the signal (both to prevent the needle from cutting the groove walls too thin), then having the physical medium itself roll off the highs.
The only case where getting a 24-bit/192kHz recording might be worthwhile is if it is pre-mastering. Then it won't be over-compressed and over-EQ'd, but that applies just as well to any master. (For the vinyl we cut I compressed the MP3 version myself from the 24-bit 48 kHz masters so they had the best dynamic range of anything: better than the CD and far better than the Vinyl).
But no, musicians aren't releasing things at ultra-resolutions because they expect others to reuse their work. The ones that are, are providing multitracks.
That isn't entirely true. e.g. It's common for an audio DSP to use fixed point 24bit coefficients for an FIR filter. If you're trying to implement a filter at low frequency then there can be significant error due to coefficient precision, that error is reduced by increasing the sampling rate.
It can be useful to run your signal processing chain at a higher rate because many digital effects are not properly bandlimited internally (and it would be pretty CPU hungry to do so).
But that doesn't mean you need to store data even that you'll process later at 192KHz though it might be easier to do so.
That's an anthropocentric statement.
I want to leave it at that for now just to see if I get dinged for low effort.
Anyway, check out the frequency range for other animals:
https://en.wikipedia.org/wiki/Hearing_range
Notice that there are a number of species whose range extends well past 20kHz. Even with 192kHz you're still chopping off the upper end of what dolphins and porpoises can hear and produce.
So please convince Apple and friends that you need 200+kHz to truly capture the "warmth" of Neil Young's live albums. Then we'll be able to crowdsource recording all the animals and eventually synthesize the sounds to communicate with them all.
Maybe then we can synthesize a compelling, "We're really sorry, we promise we're going to fix all the things now," for the dolphins and convince them not to leave. :)
All this comes at a high computational and storage cost though.
I personally use 44khz 24bit settings for DAW use.
Music is different. If you have the original multi-track composition, you can’t reproduce the result unless you also have the original DAW software (of the specific version), and all the original VST plugins (again, of the specific version each).
All that software is non-free, and typically it’s quite expensive (esp. VSTi). Some software/plugins are only available on Windows or Mac. There’s little to no compatibility even across different versions of the same software.
Musicians don’t support nor maintain their music. Therefore, DAW software vendors don’t care about open formats, interoperability, or standardization.
BTW, I'm merely a dilettante when it comes to recording and especially mixing.
I know and understand how incorrect down-sampling from high frequencies can cause distortion in the form of sub-harmonics in the audioable range.
I know about audible dynamic range and how many decibels of extra range 8-bits are going to give you.
I know all this, but I still have to admit: if there's a hi-res recording (24-bit, >48kHz) available for download/purchase, I'll always go for that instead of the "regular" 16-bit 44.1/48kHz download. I guess escaping your former audiophile self is very, very hard.
Anyone else want to admit their guilty, stupid pleasures? :)
I'm up to about 300 different models.
Deriving pleasure from listening to music has a large subjective component. So if I've paid more for a track and / or I got the most amount of bits I could I'll probably enjoy it more. Also makes for great conversation topics.
I also have some gear that aliases at a volume you can't hear, but when you plug it into an analog distortion pedal, the aliasing in the high frequencies becomes apparent. This would be avoided if it had a higher sample rate so the aliasing was far out of the audible range.
For other sorts of effects like spectral processing, pitch shifting, the extra detail above 22khz really does make a difference, especially if pitching down.
• Less quantisation noise, so your noise floor is a bit lower and therefore, when you're mixing stuff together, you accumulate less noise
• More numerical room to play with, you can scale or shift the volume up and down more without clipping and with less loss of accuracy
With 16-bit CD audio, you can't just convert to 24-bit and suddenly have less noise. You might get more room, though.
As for higher sampling rates (more kHz, if you will), I think Monty mentioned some benefit regarding less sharp aliasing filters (can have a larger transition band from 20–48kHz, say, rather than from 20—22.1kHz), but it's not something I understand the benefit of well.
As Monty demonstrates, it's a fraudulent waste to try to sell the result as a product to the end listener.
The article is highly technical. Does anyone have a way to describe this phenomenon intuitively?
Therefore, rather than just being useless extra data, it can be actively harmful to the listening experience.
When you play something stored at 44 khz, there are no ultrasonic sounds recorded. At 192 khz instead, there are, and the speakers may push some of the ultrasonic sounds down to the audible spectrum, causing distortion that the human ear can hear.
Imagine the normal operation of a speaker as a swing, except you are pushing and pulling the swing all throughout the cycle as it goes up and down. Now, you can technically move the swing at a variety of frequencies if you’re holding onto it the whole time. However imagine as you push it back and forth (low frequencies), you also vigorously shake the swing at the same time (high frequencies). This would probably result in the chains rattling, similar to the unwanted distortions in the speakers caused by ultrasonic frequencies.
Another way to look at is that digital audio is not like digital imaging. There aren't pixels. Increasing the data rate does not continue to make the waveform more and more detailed to human auditory perception in the way that raising the pixel density does for human visual perception.
To describe it intuitively, forget your intuition that audio is like visual and start from "there is no metaphor between these two things."
Digital distortion basically simulates high gain with soft clipping, which basically takes a narrow slice of the amplitude domain and magnifies it. The extra resolution has to be there for that not to turn into ugly sounding shit with artifacts.
I haven't had time to check the linked article but if it's the one I'm thinking of I'm pretty sure it goes into this.
In the end though, double blind testing (again, I think mentioned in the article) shows that there's a threshold (a bit below 48kHz, probably why 44.1kHz was chosen for CD audio) after which people cant distinguish between higher sample rates at any more accuracy than randomly guessing.
So no.
If we keep that in mind, then the setup of the problem changes significantly and most arguments made here do not apply to the download itself.
320kbit CBR MP3s were... I'd say, generally OK if you did not plan on skewing their tempo much outside of a very small range (give or take 5% speed). Really bad artifacting becomes audible quickly beyond that range. Maybe it was placebo, but I also found differences between FLAC and 320kbit MP3 discernible when working on big, more powerful speakers.
But, with FLAC, it didn't matter if the sound was played at 10% tempo or extreme amplitude, audio was always crisp, clear, and free of compression artifacts (obviously).
On my laptop speakers or earbuds, no way would I be able to tell the difference between any of these today.
This particular article doesn't touch on compression as well, which is probably the biggest thing for remixing or DJing. You really want uncompressed or at least high-bitrate AAC.
Could you expand on this?
I don't hear a difference between various rips that are 16/128 or 24/192, but I have noticed a difference listening to the Blu-ray version of it (which is many-many gigabytes in size). It is a definitely interesting experience, but the way I can describe it is as an absolute absence of noise.
Every single version but this one exhibits noise at the start (the heartbeat sound) as the sound goes from very quiet to loud.
But, to be fair, it could just be different masters.
That explains why some people can tell the difference between 44.1 khz and the higher-resolution sampling rates. It also means that the ideal audiophile sampling rate is somewhere between 58khz and 60khz, not 192khz.
Say I've got an 18kHz wave and a 9kHz wave and the 9kHz wave is ever so slightly out of phase. Then imagine there are 10 different waves under 20kHz all interfering with each other in different wages.
Is it still possible to reproduce everything accurately?
And on bit-depth and dynamic range: Given that much audio doesn't use the full range available to it, wouldn't higher bit depth increase the fidelity in the range the audio does fill? The article talks about the bit depth and range only in terms of the maximum volume but what about fidelity? What's the minimum difference in volume the human ear can hear?
With a perfect DAC, and perfect filters, and expensive headphones, there is no difference between 16bit/44.1kHz WAV and 24bit/192kHz WAV (until you add an EQ, then there is).
With a usual home DAC, and its filters, and at best $100 headphones, there is a major difference between 16/44.1 AAC and 24/192 AAC.
(And guess what the article attacked? The decision of Apple to sell lossy files in 24/192 for home usage. The discussion was never about lossless files, or professional usage)
Sound is linear, so yes. Any signal can be represented correctly as a sum of frequencies.
> wouldn't higher bit depth increase the fidelity in the range the audio does fill?
When you do the maths quantisation turns into the original sound + quantization noise. The bit range determines the noise (dither helps here). So it's a question of whether the noise is loud enough to hear. There are samples on the internet you can try to determine yourself at which stage you can notice the noise. It's shocking how few bits are actually required.
For a sloppy recording or repeated processing the quantisation noise goes up, so more bits are required.
> It is also worth mentioning that increasing the bit depth of the audio representation from 16 to 24 bits does not increase the perceptible resolution or 'fineness' of the audio. It only increases the dynamic range, the range between the softest possible and the loudest possible sound, by lowering the noise floor. However, a 16-bit noise floor is already below what we can hear.
But I don't understand, why is this? Is the step in volume between two values fixed regardless of the bit depth? If so, why?
The higher frequencies (hi hats for example) are mushy and sound like they are warbling, and the sound just generally has a lack of depth. What is the explanation for this, or am I just imagining it?
Sirius XM might be one of the last to standardize on a reasonable LUFS setting of 12 to 16.
Bandwidth allocation is per channel, talk only channels are even worse and some words are barely comprehensible.
It's via bluetooth, and the source is Pandora. I even googled Pandora and pitch change, and found some forums with folks discussing bluetooth causing this to happen, which has never been my experience.
It occurred to me that slowing the playback (eg, causing the pitch to sag) could be a fantastic way of dealing with a connection that's too slow. It would be far better than stuttering, even though many of us would find the pitch change really annoying. The instructor and my wife simply can't hear it, or say "I thought that was just part of the song".
Anyway, has anyone ever heard of this happening? Do certain products do it? Were the Pandora forums wrong and this is actually a Pandora problem? Of all of the bluetooth problems I've had in my life, I've never experienced this before, so I tend to lean towards it being a data rate issue on the cell connection and Pandora slowing the music down.
Many Bluetooth speakers are not loseless. Cheaper ones are likely going to support MP3 and that's it (or even worse, just the minimum required SBC).
Pandora is already compressed, if your instructor doesn't know to flip the "HQ sound" toggle (which is turned off by default on Mobile, even with a paid subscription!), then 128kbit MP3 recompressed to MP3 yet again, is going to sound pretty atrocious.
Not sure if one of the other codecs used for A2DP can cause pitch changes though.
To your point, I would lean towards bluetooth as I've never associated the phenomena with Pandora. My friends and I mostly use Spotify.
I would expect the samples to be interpolated before the final DA conversion takes place, so no extra ultrasonics should be involved. And there would be filters for them anyway, we still have to use them for 44.1, 48, 96 etc.
Who knows, maybe technology or genetic changes will allow future humans to hear in a wider range than we do now. Those people might appreciate being able to hear what our music really sounded like.
And if you do any downsampling, or any low pass filtering in general, then having 192kHz sampling is even more useless, in addition to only having the "benefit" of adding a frequency band to the spectrum that's completely inaudible anyway.
Do you not hear anything? Yeah... all that sound is what amounts to lost fidelity when you down-sample. You can't just argue on bit-rates alone... It's about having head room in the mix and room for more fidelity. Sure, if you mix shit badly, you can't hear the difference, but that's missing the point entirely.
It's not nearly as bad as the time someone tried to tell me that Opus was an adequate audio file format for music, but still... frustrating.
I know I don't have super-human hearing, and I can easily hear the difference. Just because everyone can't hear the difference, or can't tell that they can hear the difference, doesn't negate the fidelity loss of lower bitrates.
Further, given a large enough speaker stack, it's not about what you can hear any more, it's about what you can feel.
And never-mind the benefits of a 24bit DAW pipeline... Hello, low latency?
For markets with people that are more likely to care about sound quality, though, a much larger dynamic range is preserved. This is why the same album often sounds better on vinyl than on digital media[1]. It has nothing to do with the media, it's the superior mastering that was consciously chosen.
The Wikipedia article on the Loudness War[2] offers a good explanation.
* Well, technically, music with compressed dynamic has less entropy, so can be encoded at a lower bitrate without loss.
[1] See this database for example: http://dr.loudness-war.info [2] https://en.wikipedia.org/wiki/Loudness_war
Is it that Spotify changes the dynamic for lower and high quality encodings of the songs?
I only use higher bitrates when creating music so when I mix or record I don't need to make the levels go almost into red to get a hot enough signal, I can do all kinds of changes like slowing down or up, distortion, EQ, compression without losing any perceived detail in the end. If I record on 16 / 44.1 then start manipulating the sound I start losing detail immediately.
But in the end more than 20 / 88.1 won't do much for you. 16 / 44.1 might be a bit less than ideal for music with a lot of dynamics but it's absolutely fine for most purposes.
Unfortunately I lost a lot of hearing through concerts, headphones, and traffic, but I can still tell the difference between an MP3 and CD-quality music much of the time.
I think you probably understand that people get locked into arguing for victory, and if you tell them you were tested with thus and so range (as a young person, which is plausible) they will simply call you a liar.
My own experience is this: when I was a kid, I got an ear wax problem, and had it removed (hasn't recurred). It was a horrible painful nightmare with nasty tweezers and water squirters, and I was just a little kid… but afterwards, sound (especially very high frequency sound) was a revelation.
Later, when I was a little older, the advent of digital audio (at first, in record albums) was a nightmare to me, because I couldn't understand how or why that stuff sounded SO BAD. And of course my early experience of CDs was pretty nightmarish: pod people music, with all emotion and humanity weirdly excised. That's what got me into audio: wanting to understand this, and then later, fix it.
I did actually succeed: I can produce and mix and process digital audio that young me would not be horrified by. But especially if I had to meet that higher bar, I won't be able to do it at less than say 22 bit/80K, well engineered. If I get to use all my current tricks I could do it at 20 bit/80K: I can cheat word length easier than I can compensate for a nasty brickwall filter.
24/96K is widely prevalent and enough, given good converters. I'm not convinced 192K is at all necessary, but the more people crusade against it, the more contrarian I get ;) I've got a Beauty Pill album mastered in 24/192K and it sounds freaking phenomenal. Mind you, I have professional equipment designed to handle that.
I also got glasses this year for the first time in my life, which the need for came on rather suddenly... So maybe it's linked with some kind of degeneration? I really can't say. I honestly didn't think to mention it to the doctor, but now I'm thinking maybe I should have.
And the "44.1KHz is enough" or "48KHz" is enough" people are, sadly, kind of dumb.
How do I know? Because I was dumb, too.
Being a coding/math/audio/video badass, after a few years of industry experience, I rattled off some mouthy kid quip, saying "well, I don't know why we do 24/96, since nobody can hear above 20K anyway..."
And a very talented, very knowledgable, and generally reserved engineer suddenly perked up one eyebrow and said, incredulously "because temporal and frequency response are inherently linked..."
That look was in 2001, and I still remember that feeling of dread sinking in, realizing that I had no idea what he was talking about, no concept of why that would matter. I knew about Nyquist and could write a quick FFT, but he'd spent four years getting a degree in pure audio engineering at the most selective program in the country. That look, which I completely remember today, was like a deeply disappointed parent after a kid has just been bailed out of jail, from one of the nicest engineers I know.
It was late, I was brash, and I pressed on, asking him what he meant. "What's a transient look like, spectrally?" he asked. He waited for my blinks to make audible sounds (due to the apparent hollowness of my head), then he asked "and how many channels of audio do we listen to?"
He watched me stand there, like a doofus, for what seemed to me like several minutes (probably 5-10 seconds), then he went back to coding.
It didn't hit me until weeks later, and I didn't really internalize until years later, that he was hinting at inter-ear phasing the other facilities of our auditory systems besides frequency response. Years later, I read up on Georg von Békésy's incredible work (including positional acuity), and I worked as a tech lead at Digidesign on the first-generation Venue live sound system which operated at 48KHz but with incredibly low latency (processing steps were 1, 2, or 16 samples) due to the requirements of, for instance, vocalists using in-ear monitors.
Along the way, I ran across Microsoft engineers who thought that ~10-20ms inter-channel timing consistency would be okay in Windows Vista (it wasn't), conducted blind tests between 96KHz and 44.1KHz audio (for people who were shocked to immediately notice differences), came across plenty of hot-shot kids who said exactly the same kind of stuff I'd said, and saw postings from xiph making a mix of valid and grossly sophistic arguments ranging from "here's how waveform reconstruction from regularized samples work" (good) to "audio equipment can't even capture signals beyond this range" (dumb). At times, I thought about setting up refutation articles, then I realized, like many, that I had actual work to do.
Von Békésy's work points to positional inter-ear phase fidelity of roughly 10µs. What's the sampling interval at 44.1KHz? >22µs? Good luck rebuilding that stereo field at 44.1...
The trick is that there is a really serious diminishing return on audio sampling rate. 4KHz to 8KHz is enormous... 8KHz to 16KHz is transformative... 16KHz to 32KHz is eye-opening... 32KHz to 48KHz is appreciable... 48KHz to 96KHz is.... pretty minor, especially in the age of crappy $30 earbuds, streaming services delivering heavily compressed audio that will be crammed into a BT headset that may or may not be connected with additional compression, and all of the convenience that those changes bring. You may detect it in some audio if you're really listening, if you know what to listen for, and it may present advantages in system design (converters, processing, etc). From a data-rate perspective, the low-hanging fruit has already been picked.
But people who smugly say that there is "no difference", that audiophiles are buying "snake oil", are letting their ignorance show, and that's including that kid that I was, 16 years ago.
I've since moved out of pure pro media to consumer devices, where precision takes a back seat to the big picture a lot of the time. When discussing an audio fidelity multi-channel problem with a possible vendor last year, I expressed my concern about the inter-channel timing assurance slipping from 1µs to 50µs in product generations. "Depending on the sampling rate, that's several samples of audio", I said.
A very senior engineer on our side (Director equivalent) quickly admonished me, saying "it's microseconds, not milliseconds", to which I said "I know... Which is why it's several samples, not several thousand..."
From the look on his face, I'm 100% sure that he didn't understand me at the time, but I hope he put it together eventually.
In the end, the industry has moved in the opposite direction of 24/192 for a long time. If we can get back to normalization of CD quality audio, I'll be happy.
The xiph-cited studies I've seen show an identification of difference and a preference for... MP3. Hey, we want what we want.
Otherwise, go read Von Békésy's work for the foundation, established in the pre-digital era, but transferable if you understand digital audio.
For recognition of difference in high res audio, see:
Reiss - https://qmro.qmul.ac.uk/xmlui/bitstream/handle/123456789/134...
...And the papers referenced.
It's an interesting meta analysis and a good survey of the last 20 years of publication on the subject.
If you have some properly controlled double blind trials that show no discrimination ability, I'd be happy to read them. I'll admit that I haven't conducted statistically sufficient tests. I have, however, double-blinded (via software pseudo-random sample randomization).
Like I said, though, I've got work to do. Do some listening. Read some papers.
192 and 320 usually refers to the bitrate for mp3 compressed audio, which indeed is something different. The mp3 compression removes more and more details from the original audio to fit "inside" this bitrate speed window, hence higher is better because less original content is removed. Only great ears can hear what was removed from a 320 stream.
common sample rates are 44.1 and 48 kHz and multiples: 96 kHz ... 192 kHz
Monty is wrong. To cover the range of human listeners, the required specs even through use of very insensitive double blind testing (which is geared to substantially indicate the PRESENCE of a difference between examples if that's present, and does NOT similarly indicate/prove the absence of a difference with a comparable degree of confidence: that is a horrible logical fallacy with realworld consequences) are more like 19-21 bit resolution at 55-75K sampling.
Beyond this, there's pretty much no problem (unless you are doing further processing: I've established that quantization exists even in floating point, which a surprising number of audio DSP people seem not to understand. There's a tradeoff between the resolution used in typical audio sample values, and the ability of the exponent to cover values way outside what's required)
That said, it is absurd and annoying to strive so tirelessly to limit the format of audio data to EXACTLY the limits of human hearing and not a inch beyond. What the hell? I would happily double it just for comfort and assurance that nobody would ever possibly have an issue, no matter who they were. Suddenly audio data is so expensive that we can't allow formats to use bytes freely? That's the absurdity I speak of.
Our computers process things in 32-bit chunks (or indeed 64!). If you take great pains to snip away spare bits to where your audio data words are exactly 19 bits or something, the data will only be padded so it can be processed using general purpose computing. It is ludicrous to struggle heroically to limit audio workers and listeners to some word length below 32 bit for their own good, or to save space in a world where video is becoming capable of 1080p uncompressed raw capture. Moore's law left audio behind years ago, never to be troubled by audio's bandwidth requirements again.
Sample rate's another issue as only very nearby or artificial sounds (or some percussion instruments, notably cymbals) contain large amounts of supersonic energy in the first place. However, sharp cutoffs are for synthesizers, not audio. Brickwall filters are garbage, technically awful, and expanding sample rate allows for completely different filter designs. Neil Young's ill-fated Pono took this route. I've got one and it sounds fantastic (and is also a fine tool for getting digital audio into the analog domain in the studio: drive anything with a Pono and it's pretty much like using a live feed). I've driven powerful amplifiers running horn-loaded speakers, capable of astonishing dynamic range. Total lack of grain or any digital sonic signature, at any playback level.
My choice for sample rate at the extreme would be 96K, not 192K. Why? Because it's substantially beyond my own needs and it's established. I'm not dissing 192K, but I wouldn't go to war for it: as an output format, I would rather leave the super high sample rate stuff to DSD (which is qualitatively different from PCM audio in that the error in DSD is frequency-sensitive: more noise in the highs, progressively less as frequency drops).
Even with DSD, which is known to produce excessive supersonic noise even while sounding great, the scaremongering about IM distortion is foolish and wrong. If you have a playback system which is suffering from supersonic noise modulating the audio and harming it, I have three words you should be studying before trying to legislate against other people's use of high sample rates.
"Capacitor", and "Ferrite Choke".
Or, you could simply use an interconnect cable which has enough internal capacitance to tame your signal. If you have a playback system that's capable of being ruined just by 192K digital audio, your playback system is broken and it's wrong to blame that on the format. That would be very silly indeed.
I hope this has been expressed civilly: I am very angry with this attitude as expressed by Monty.
The accuracy is limited by the combination of sample rate AND word length: any alteration of the sample's value will also shift the position of the transient in time.
But since the 'timing' issue is a factor of reconstruction, you can improve the 'timing' of transients at 44.1K by moving from 16 to 24 bit. The positioning of samples will be a tiny bit more accurate, and that means the location of the reconstructed wave will be that much more time-accurate, since it's calculated using the known sample positions as signposts.
Positioning of high frequency transients does not occur only at sample boundaries, so that alone isn't an argument for high sample rates. You can already place a transient anywhere between the sample boundaries, in any PCM digital audio system. The argument for higher sample rates is use of less annoying filters, and to some extent the better handling of borderline-supersonic frequencies. For me, the gentler filters is by far more important, and I can take or leave the 'bug killing' super-highs. I don't find 'em that musical as a rule.
Edit: And the linked "Show & Tell" video is a great way to get some "intuition" about the sampling theorem. https://video.xiph.org/vid2.shtml
I mean it references Steve Jobs in the present ffs.
If you look at the angular resolution of the eye, unless you are sitting very close to the screen, you can't resolve 4k video.
Most living-room TVs are probably placed at a 15- to 25-degree angle of view. 1920x1080 is enough for up to a 32-degree horizontal angle of view, which is 7 feet away from a TV with a 55" diagonal, for example. I will say, however, that movie theaters look a little better with 4K, since 30 degrees is supposed to be the back row, and the front row might be 60 or so.
I use a 65" 4k TV with my HTPC in the living room, but often do desktop-ish things on it. (Logitech's wireless keyboards are great).
The difference in resolution between 1080 and 2160 is huge. 1080 is just fuzzy.
Sure, if you're looking at a little 40" TV five meters away, not so much, but for many screens in common use 4K is useful (but getting close to the point of diminishing returns, sure). Whereas as this article says, higher than 48kHz audio should be literally impossible to discern for any human in any setup.
So, you have to up-sample the songs to high rates with less bits, like 1bit to 6bits, then do the conversion, and get the best SNR you can.
In this sense, there's simply a lot of advantage of using 24/196 since the above conversion can result in less loss and higher SNR
as engineers we will never solve this problem as long as the "44.1kHz is good enough" dogma is perpetuated.
here's a question. why are frequency and bit depth the only two variables under discussion here? how does the human ear locate a sound in space? suppose I place a series of 20kHz tone generators along a wall (and that I can still hear 20kHz :) and trigger them at different times, and record the session in stereo at 44.1kHz with a standard X-Y mic setup. will I be able to reconstruct the performance?
It's the opposite. We are never going to solve this problem if we are going to focus on things that have nothing to do with the problem. Compare and contrast:
>as engineers we will never solve this problem as long as the "copper wires are good enough" dogma is perpetuated
Also, please read the article. The author specifically lists advances in audio tech they think are worthwhile to consider, such as surround sound. This actually addresses the problem you mentioned (reproducing the live performance) and the question you asked, i.e.
>here's a question. why are frequency and bit depth the only two variables under discussion here?
They are not, at least not in the article. Here it's because that's what's in the title, and not everyone gets to the end of the article.
Some comments do talk about the importance of having a good DAC for a good sound.
That being said, I'm using quite a bit less compression than the loudness-war-type mastering that is all too typical with pop music.
Yes, I have. With the right combination of speaker setups and hi fi recordings, it is possible to fool yourself into believing there are musicians there.
That has a lot more to do with the spatial component of the audio than anything else.
Unfortunately, surround sound sufficient to really reproduce acoustic fields (and not just sound effects ping ponging around) require more cost and concessions in the listening room than many are willing to tolerate.
So long as people continue to get the engineering wrong and think the sampling rate and bit-depth have anything to do with it we'll probably continue to see the market invest in the wrong solutions.
So, let’s look at a similar issue with video. Your display is likely only 720p, or 1080p, but a 4K video on youtube will still look a lot better, although technically it should have no visible difference.
But the reality is, we don’t get uncompressed video, or uncompressed audio.
We have a choice between audio or video compressed with lossy codecs, at 16bit/44kHz or 16bit/96kHz, or 4:2:0 video at 1080p or 4:2:0 video at 4K.
And just like you need 4K 4:2:0 mp4 video to get even close to the quality of uncompressed 1080p 4:4:4 video, you also need far higher sampling rate and depth of highly compressed audio to get a quality similar to 16bit/44.1kHz PCM.
That’s the real reason why 24bit/192kHz AAC downloads were even discussed.
However, if you have a 20 Mbps budget for the 4k to account for having 4 times as much original data, then there shouldn't be much of a difference in the downsampled 1080p video (ignoring peculiarities of the codec).
All this is not very relevant to the audio issue being discussed. It would be relevant if it were physically impossible to perceive the difference between 1080p and 4k video, and if watching 4k video potentially caused optical illusions. In that case, the only reason to prefer the 20 Mbps 4k stream would be if you planned to edit, mix, or zoom around in the video instead of simply watching it.
When it comes to audio, since size isn't as much of a concern as video, in most cases I would say "maybe I'll want to edit it someday" is strong enough reason to get the 24/192 material at a correspondingly high bitrate if it's available.
It’s all about peculiarities of the codec!
The issue at hand is apple selling 24bit/192kHz versions of lossy AAC compressed files, compared to 16bit/44.1kHz versions of AAC files.
And the issue I was comparing with video was the same – with video, codecs enforce Chroma Subsampling, where the resolution for color is half that of the actual imagery.
In the same way, AAC and mp3 heavily reduce the bandwidth for the upper half of the frequency spectrum, spending like 90% of their available bandwidth on the lower half (with 44.1kHz, they prioritize the range between 4 and 8kHz, specifically, where speech is).
The entire topic is if using a codec that specifically cuts away the lower and upper parts of the frequency spectrum, increasing the frequency spectrum can improve quality. And yes, it does. Apple is selling AAC, not WAV. Which makes the entire article useless.
Yes, we should all focus on replacing 16bit/44.1kHz AAC with 16bit/44.1kHz FLAC instead of 24bit/192kHz AAC, and we all should focus on replacing 4:2:0 1080p mp4 with 4:4:4 1080p mp4 instead of 4:2:0 4K mp4 (the chroma subsampling issue I mentioned). But that’s not the reality we live in, and given the choice between 16bit/44.1kHz AAC and 24bit/192kHz AAC, I’ll choose the second.
Same for video. YouTube very likely allocates more bandwidth for 4k video than would be required for equivalent quality at lower resolutions, assuming that you are interested in higher overall quality (e.g. less artifacts) if you go through the trouble of 4k video. That's a conscious choice, not a technical necessity.
Basically, mp4 and webm video only encodes the brightness channel Y at full resolution, and the color channels Pb Pr at half resolution. You can’t have mp4 or webm video without Chroma Subsampling, it’s defined in the codecs standard.
Audio codecs do something very similar, cutting off a large percentage of the higher and lower frequencies. mp3 (and AAC) for example allocate almost the entire space for the frequencies around 4 to 8kHz, and drops then drops a certain percentage of the upper frequencies entirely.
The article talks about uncompressed audio, but the topic he responds to is Apple choosing to sell 24bit/192kHz AAC lossy compressed audio. The author of the article is responding to a business decision, which has nothing to do with the actual topic of the article.
Not at all, bitrate differences are audible.
> And just like you need 4K 4:2:0 mp4 video to get even close to the quality of uncompressed 1080p 4:4:4 video, you also need far higher sampling rate and depth of highly compressed audio to get a quality similar to 16bit/44.1kHz PCM.
…how so?
Even with the same bitrate, you’ll need 4K video to get quality comparable to uncompressed 1080p.
For example, mp4 defines that the brightness channel Y should be stored with full resolution, and the color channels Pb Pr should be stored at half resolution. So in a 4K mp4 video at lossless bitrate, the actual colors will only be stored at 1080p. This functionality is called Chroma Subsampling.
Audio Codecs do something very similar, causing these exact issues.