Fable
The clerk learned to listen clearly first, then write the ledger
The old theater hired a scribe to write down the lyrics sung on stage. The scribe sat in the first row and wrote very accurately when voices were clear on sunny days. But once gongs and drums rang out together, actors turned, and the audience cheered, he wrote "return" as "Guilan" and mixed up names of people and places.
The troupe leader first had the scribe write faster. There were more words, but also more errors. Then he had him record only the gist, but the libretto could not be used. The old musician said that hearing the sound was only the first step; one also had to distinguish, amid noise, accents, and pauses, which sounds formed words.
The scribe began practicing segmentation. Drum and gong sounds were marked with small dots; drawn-out arias were not rushed into characters; for dialects, sounds were recorded first, then checked against the play script and surrounding lines. If a line was drowned out by applause, a blank was left rather than forced in.
The first fix relied only on comparing scripts, and it failed as soon as a new play came along. The clerk then practiced in teahouses, at temple fairs, and under rain awnings. Echoes differ from place to place, and actors' voices differ too. Clear voices, muffled voices, and obscured voices had to be handled separately.
During a trial performance of a new play, the scribe first roughly recorded the whole scene, then listened back to key sections, calibrating names, tune titles, and repeated lyrics. What the troupe leader received was not a string of plausible-sounding characters, but a libretto with time, pauses, and uncertainty markers.
Later the theater invited an out-of-town troupe to perform, and their accent was even heavier. The clerk did not force himself to write everything down as certain characters; instead, he marked the uncertain parts for the old musician to review. Being able to admit you did not hear clearly is more useful than writing wrong characters neatly.
The theater understands: turning sound into text is not simple dictation. It must distinguish word boundaries within a continuous stream of sound, handle noise and accents, and preserve review traces when uncertain. Hearing is only the beginning; writing accurately depends on a complete system of recognition and proofreading.
Later, when the scribe took on apprentices, the first lesson was not writing quickly, but closing their eyes and listening to the same sentence three times: unaccompanied singing, with gongs and drums, and through a rain awning. The apprentices heard three different results, and only then did they realize that before sound enters the ear it has already been altered by the environment. To write it down, one must first learn to distinguish these changes. Later, the songbooks became more and more usable, not because the scribe's ears were divine, but because review traces were left behind.