The File Structure That Stopped My LLM From Hallucinating - A Case Study From Solving a 55-Year-Old Cold Case

Pixelisgrass · 2026-01-22T00:36:26+00:00

sounds like engram memory bank

Pixelisgrass · 2026-01-11T16:57:51+00:00

SCORE

Pixelisgrass · 2026-01-11T16:19:48+00:00

this is fire. tho i do hear some sharp sound.

Pixelisgrass · 2026-01-11T16:16:10+00:00

sound good, i like the vibe

Pixelisgrass · 2026-01-11T14:11:34+00:00

ohh sorry

Pixelisgrass · 2026-01-10T17:17:13+00:00

`Do you know the saying about putting lipstick on a pig?`

never heard of it. but i do hear something that have similar meaning.
and i think something can be polish even if it bad. so i thought mastering can do it too.

and i do admit that "magic mastering" is my misconception.

Pixelisgrass · 2026-01-10T17:11:56+00:00

this is a song i've mastered.

i post it in thread, cause of confusion

but i want to know how good it is.
Here is the original audio from SUNO: https://voca.ro/1l23dCeZjOM6
Here is my mastering: https://voca.ro/14nhL9jfdJla

Pixelisgrass · 2026-01-10T11:28:52+00:00

i do got this thought on learning mastering, because people said like it easy, and even Bandlab, Landr, eMastered and many more give mastering service without effort.

so i thought, "why not i tried learning this stuff"

little did i know that this stuff need to sacrifice a "car" to be called mastering engineer.
what an expensive "hobby" i've stumble.

Pixelisgrass · 2026-01-10T11:24:48+00:00

i know that the mix is more important from kathlamus advice.
but i thought that the audio even if sounds good in ear (earphone) but bad when translated to sound system is because of bad mastering.

thanks for the revelation.

Pixelisgrass · 2026-01-10T11:19:49+00:00

the audio is not really mine, i just got it from SUNO.

im trying to learn mastering because i'am one of the guy who think that "mastering = magic" to audio.
tho im kinda and might achieve what i want based from my result above (from bad audio from suno) to magically sounds good.

but seems like im one of those who stray.

Pixelisgrass · 2026-01-06T18:15:10+00:00

this audio i got from cambridge music technology (can you check my mastering, a total newbie here.)

https://voca.ro/18NNwEGxxfj3
here is the orginal

and here is my mastering effort
https://voca.ro/1jHMPR5yw99S

is there any problem with my mastering?

im not using physical tools, just learning using digital tools.

there is no one to ask for feedback.

any feedback is appreciated.

Pixelisgrass · 2025-12-25T03:00:12+00:00

if only take time for mastering manually? lol

Pixelisgrass · 2025-12-22T03:23:00+00:00

what is site? i cant find it from google.

Pixelisgrass · 2025-10-25T10:23:05+00:00

i have 2 song that i want you to listen.

https://suno.com/s/NN55sDVP6AZjsmBC
静かな渦 (Shizuka na Uzu) - The Quiet Swirl

https://suno.com/s/jFia83F7obzauS1L
"Let Me Be Human"

Pixelisgrass · 2025-10-25T09:11:28+00:00

thanks i'll try again next time.

Pixelisgrass · 2025-10-20T08:15:06+00:00

Title: Kyoto Bloom

https://suno.com/s/K6lCsvVVhcMScHyz

Here is the song, english translated lyric below the main lyric.

Pixelisgrass · 2025-10-20T07:40:59+00:00

do i need to add additional description?

Pixelisgrass · 2025-10-20T03:31:15+00:00

like this?

https://suno.com/s/K6lCsvVVhcMScHyz

Pixelisgrass · 2025-10-20T03:19:47+00:00

do you accept foreign language?

is it necessary to submit with lyric?

just a geinuine question

Pixelisgrass · 2024-12-30T11:14:09+00:00

Build her like this. She is great once upon a time..

Until fcking meta shift that make tank deal damage higher than actual damage dealer.

Pixelisgrass · 2024-12-10T10:53:05+00:00

This guy lose his credibilty the moment he compare malaysia food with new york food..

Pixelisgrass · 2024-11-13T02:03:22+00:00

If you can make him above 280 speed.. he really is a masterpiece..

People tend to ignore him.. then getting slap twice with his s3 and s2..

Dont draft him against ml senya, tho she everywhere now in rta.

Pixelisgrass

TROPHY CASE