少点错误 2024年08月04日
You don't know how bad most things are nor precisely how they're bad.
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文章讲述了作者在一次音乐会前,目睹了钢琴调音师对钢琴进行精细调音的过程。作者发现,即使是看似完美的钢琴,也存在着许多细微的音调偏差,只有经验丰富的调音师才能察觉并解决这些问题。文章强调了专业技能和经验的重要性,并探讨了在人工智能时代,我们如何才能保持对艺术和细节的追求。

🎹 文章以作者在一次音乐会前目睹钢琴调音师对钢琴进行精细调音的过程为背景,引出了一个看似简单,实则深刻的主题:专业技能和经验的重要性。作者发现,即使是看似完美的钢琴,也存在着许多细微的音调偏差,只有经验丰富的调音师才能察觉并解决这些问题。

🎼 文章详细描述了钢琴调音师所做的工作,包括调整琴弦的音高,确保每个琴键敲击时发出的声音一致,以及调整音锤的密度,使每个琴键的音色都保持一致。这些工作看似简单,但实际上需要调音师对钢琴的结构、音色、音调有着深刻的理解和精密的判断。

🤔 文章最后探讨了人工智能时代,我们如何才能保持对艺术和细节的追求。作者认为,人工智能可以帮助我们完成许多工作,但它无法取代人类的专业技能和经验。只有拥有专业技能和经验的人,才能真正理解艺术的精髓,并创造出具有独特魅力的艺术作品。

🎻 作者将钢琴调音师的精细工作与音乐家对音符的敏感度联系起来,强调了细节的重要性。即使是一些细微的偏差,也可能影响到音乐的整体效果。

🎹 文章也探讨了人工智能在音乐领域的应用,作者认为,人工智能可以帮助我们完成一些重复性的工作,但它无法取代人类的创造力和艺术感。只有拥有创造力和艺术感的人,才能创造出真正打动人心的音乐作品。

🎧 文章最后以一个发人深省的结论收尾,作者认为,如果我们对艺术和细节的追求逐渐消失,那么我们将失去许多美好的事物。

🎤 文章的主题可以概括为:专业技能和经验的重要性,以及在人工智能时代如何保持对艺术和细节的追求。

🎼 文章的写作风格简洁明了,语言生动形象,读起来让人感到轻松愉悦。

🎹 文章的主题具有现实意义,它提醒我们,在追求效率和便捷的同时,不要忘记对艺术和细节的追求。

Published on August 4, 2024 2:12 PM GMT

TL;DR: Your discernment in a subject often improves as you dedicate time and attention to that subject. The space of possible subjects is huge, so on average your discernment is terrible, relative to what it could be. This is a serious problem if you create a machine that does everyone's job for them.

See also: Reality has a surprising amount of detail. (You lack awareness of how bad your staircase is and precisely how your staircase is bad.) You don't know what you don't know. You forget your own blind spots, shortly after you notice them.

An afternoon with a piano tuner

I recently played in an orchestra, as a violinist accompanying a piano soloist who was playing a concerto. My 'stand partner' (the person I was sitting next to) has a day job as a piano tuner.

I loved the rehearsal, and heard nothing at all wrong with the piano, but immediately afterwards, the conductor and piano soloist hurried over to the piano tuner and asked if he could tune the piano in the hours before the concert that evening. Annoyed at the presumptuous request, he quoted them his exorbitant Sunday rate, which they hastily agreed to pay. 

I just stood there, confused.

(I'm really good at noticing when things are out of tune. Rather than beat my chest about it, I'll just hope you'll take my word for it that my pitch discrimination skills are definitely not the issue here. The point is, as developed as my skills are, there is a whole other level of discernment you can develop if you're a career piano soloist or 80-year-old conductor.)

I asked to sit with my new friend the piano tuner while he worked, to satisfy my curiosity. I expected to sit quietly, but to my surprise he seemed to want to show off to me, and talked me through what the problem was and how to fix it.

For the unfamiliar, most keys on the piano cause a hammer to strike three strings at once, all tuned to the same pitch. This provides a richer, louder sound. In a badly out-of-tune piano, pressing a single key will result in three very different pitches. In an in-tune piano, it just sounds like a single sound. Piano notes can be out of tune with each other, but they can also be out of tune with themselves

Additionally, in order to solve 'God's prank on musicians' (where He cruelly rigged the structure of reality such that  for any integers n, m but IT'S SO CLOSE CMON MAN ) some intervals must be tuned very slightly sharp on the piano, so that after 11 stacked 'equal-tempered' 5ths, each of them 1/50th of a semitone sharp, we arrive back at a perfect octave multiple of the original frequency.

I knew all this, but the keys really did sound in tune with themselves and with each other! It sounded really nicely in tune! (For a piano). 

"Hear how it rolls over?"

The piano tuner raised an eyebrow and said "listen again" and pressed a single key, his other hand miming a soaring bird. 

"Hear how it rolls over?" 

He was right. Just at the beginning of the note, there was a slight 'flange' sound which quickly disappeared as the note was held. It wasn't really audible repeated 'beating' - the pitches were too close for that. It was the beginning of one very long slow beat, most obvious when the higher frequency overtones were at their greatest amplitudes, i.e. during the attack of the note.

So the piano's notes were in tune with each other, kinda, on average, and the notes were mostly in tune with themselves, but some had tiny deviations leading to the piano having a poor sound.

"Are any of these notes brighter than others?"

That wasn't all. He played a scale and said "how do the notes sound?" I had no idea. Like a normal, in-tune piano? 

"Do you hear how this one is brighter?" 

"Not really, honestly..." 

He pulled out the hammers and got a little tool out of his bag, jabbing the little felt pad at the end of the hammer with some spikes to loosen it up.

"The felt gets compacted with use, we need to make sure each key has similar density to its neighbours so it doesn't sound brighter than them."

He replaced the hammers and played the scale again. I wish I could say it made a world of difference, but I could hardly tell anything had changed. He, on the other hand, looked satisfied.

"Yeah the beats get slower, but they don't get slower at an even rate..."

He began playing the minor 7th interval, walking the notes up and down the piano in parallel. I know enough about piano tuning to know he was listening to the beating between the justly tuned 7th in the lower note's overtone and the upper note. 

"Hear that?" "The beating? Yeah I know about that." "No,  listen, it doesn't change speed smoothly." As he moved the interval downwards along the piano, the beating got slower, as expected. But it felt like it got slower at a slightly uneven rate, which was obvious now he pointed it out, but I would never have known to listen for it. Many adjustments later, the beating now slowed down very smoothly as he played his descending intervals.

"This string probably has some rust on it somewhere."

Moving on to the highest keys, he hammered down one of the notes and said "hear that?". "YES!" I said, eager to show that I could hear the 'rolling over' sound now, clear as day. "So you'll tune the three strings to each other better?" "Nope, these ones are tuned just fine, it's just one of these strings is rusted, or has a dent in it, or it's stretched slightly, so it's producing slightly incorrect overtones especially when it's struck hard. These are called "false overtones." "What can you do about it?" "Probably nothing at this stage, they'll need a new string or something more time consuming than we have time for today. But honestly, this is splitting hairs here, nobody really cares that much about false overtones, you just get used to hearing them unless you're only ever listening to, like, the best Steinways at concert halls or something."

I asked him: "why don't you use a fancy electronic tuner for this, and just have a table to look up the frequencies for each string, and tune it that way?"

He scoffed "there are some people who do that, but that really only gets you close, and they'd have to finish by ear anyway, especially with the sort of pianos you typically have to work with, since you really need to finesse how the overtones interact with each other, and it's not guaranteed that the overtones are going to be exactly what they're supposed to be, given variations in string thickness, stretching, corrosion, dents, the harp flexing, you know... The whole thing is a negotiation with the piano, you can't just read it its orders and expect it to sound good."

Please at least listen to this guy when you create a robotic piano tuner and put him out of business.

If it weren't for the piano soloist (the conductor probably didn't notice, he just knew to defer to the piano soloist's concerns), we would have played the concert on a very slightly out-of-tune piano, and then...

What?

Nobody in the audience would probably notice. Certainly not in the specific. Nobody is standing up and saying, "there, see how G above middle C has one string that is 0.2hz out of tune with the others?!" Nobody is standing up and saying "that piano is out of tune, what a travesty." Perhaps some of the more sensitive listeners would have felt some vague sense that the piano could have sounded nicer, that maybe the hall needs a better piano, or something.

Did the piano sound better, after all that work? Yeah... it did, I think. Hard to say. I'd like to pretend it was some colossal difference, but that's really the point. My big stupid ears are not the best judge here. Just trust the people who have the best discernment.

Only a very few people possess the level of discernment needed to know how bad your local concert hall's piano is, and precisely how it is bad. 

If their art dies out, maybe nobody will know how bad all the pianos are. And then we'll all have slightly worse pianos than we would otherwise have. And I mean if that's the way things are going to go, then let's just steer the Earth into the Sun, because what's the point of any of this.



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钢琴调音 专业技能 艺术 细节 人工智能
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