Enable Neural Mix Pre-Analysis when “1-Track NM Waveform” Option is Selected


Can the team make the 1-track option here force djay to analyze (calculate) neural mix on song load.
As of now, it’s only the 2,3 and 4 track option that actually analyzes neural mix and so avails it instantly when u need, albeit, it’s not very easy dj’ing with all those waveform tracks on screen.
We have been complaining of how neural mix had a lag on activation (e.g vocal solo would kick in a few beats down the line after clicking)…and there has been no tangible solution (even turning off keylock either didn’t work or was not acceptable to many)
I link here all posts related to this delay, and urge engineers to make this button above be the solution. Let the 1-track button pre-calculate neuralmix please.

UNSOLVED. Last comment Aug 26, 2025: “To me it’s unacceptable that you have to choose between key lock or instant stem use”

UNSOLVED. Last comments Aug 09, 2025: “Hi @Brown_bkp, I recommend that you create a new Suggestion topic for a pre-analyzed Neural Mix option like Serato. Then you and others can upvote it and I can suggest it to the dev team.”

UNSOLVED since 2021.

UNSOLVED

Admittedly the last comment here was: “The delay you are experience(ing) is likely due to your hardware”
Honestly, to suggest that a 9th or 10th Gen i7 intel processor with 18Gig RAM is not capable of running djay neuralmix is to admit that the entire app is heavier than all others in the dj industry - serato does fine on them! Sorry am not bursting your balls here.

UNSOLVED. Admitted in solution comment as: “This is a known performance limitation that the engineering team is already investigating.” Sep 03, 2025

Well the solution already exists..
You can prepare your tracks with

and export all stuff you need.

@dj_romy_fi I was looking for a ‘delete comment’ option here. luckily not found, so your esteemed comment can sit

As technical point of view, the stem separation is a tough mathematical problem for CPU’s.
So there will be delays.

The delays will be long, if you are using streamed stuff.
As the app needs to wait the download to be completed.

So if you want to non delay option, only way to get it is to buy the track and separate the stems before gigs.

Why keylock - stem separation doesn’t work together?

Well to get accurate stem separtation, it will be more challenging mathematical problem when the keylock is turned on and you have adjusted the track speed +/- x%
Or even changed the key with +/- buttons.

The analysis might get totally wrong results.

So it’s better to separte stems with keylock turned off and on +/- 0% speed.

Actually it depends a lot of the actual code (or the stem separation lib the apps are using)

If I’m right on tracktor the stem separation is executed on CPU.

I’m quessing that a lot of online separation tools are heavily using latests GPU’s to get better result.
As modern GPU’s are pretty good on AI related stuff and basicly stem separation is a kind of AI problem.
Like https://www.lalal.ai/apps-and-plugin explains, that their local app is heavily using online as stated in FAQ:
“Yes, an internet connection is required to use the LALAL.AI desktop app, as it utilizes the same AI-powered stem separation technology as the web version.”

Hi @Slak_Jaw
It’s unfortunate one member has hijacked this post and flown it off a tangent, so much that I wish I could delete them. Flooded with too much mambo-jambo :frowning:
But:
Could you look into forwarding this valuable suggestion upstream?
Basically to use the new waveform-based neural mix tracks function as a switch to force djay to pre-analyse stems on song load?? I single-track option i meant.

If I were a developer I want to understand your request, there was too much talk about the delays how quickly it’s done at the moment.

There are a lot of different ways to solve your request.

You suggested the new waveform-based view to trigger the stem analysis?

I managed to define 2 more as another option

A) When activating neural mix bar the analysis of stems should start automatically on all desks.

B) If the neural mix bar is open, stem analysis should start automatically when song is loaded to desk

And it should work similar way in all 1-2-4 desk views.

Hi @Armigo, please try to keep your comments civil. Thanks!

My bad. Sincerely I apologise. Won’t happen again, forever. Rough night it was.

Still following on the request/suggestion though - as my learned colleague suggested above, pre-analysis of stems using the referenced menu (neural mix track - 1 track menu to activate “anaylse stems on song load” in order to avail stems instantly when triggered

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No problem. Thanks @Armigo

Thanks for the suggestion @Armigo. Good idea. I’ll share this with the devs for consideration.

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