Tutorials

[chilinvilin]

Got the new AI up and running and decided on Gerry Rafferty's Baker Street and what a awesome job it did. Some instruments ended up on the vocal track but I just put them back in the instrumental track. This conversion took three hours for completion..

Instrumental
https://www.mediafire.com/file/qtla5...nstruments.mp3

[rkeane]

i eventually got it working but it must hog everything on laptop.........chucked a halestorm song at it .........15 and a half hours.........no chance.......so threw it into my sons gaming desktop.........16 seconds later the song was done

PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input SLFNEW.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 43/43 [00:18<00:00, 2.30it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input SMITH.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 69/69 [00:28<00:00, 2.39it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input ZZYZX.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 54/54 [00:22<00:00, 2.35it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input HILL.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 50/50 [00:23<00:00, 2.11it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input CHAOS.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 40/40 [00:18<00:00, 2.20it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input JAD.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 39/39 [00:17<00:00, 2.29it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2>

[chilinvilin]

i eventually got it working but it must hog everything on laptop.........chucked a halestorm song at it .........15 and a half hours.........no chance.......so threw it into my sons gaming desktop.........16 seconds later the song was done

PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input SLFNEW.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 43/43 [00:18<00:00, 2.30it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input SMITH.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 69/69 [00:28<00:00, 2.39it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input ZZYZX.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 54/54 [00:22<00:00, 2.35it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input HILL.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 50/50 [00:23<00:00, 2.11it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input CHAOS.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 40/40 [00:18<00:00, 2.20it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2> python inference.py --input JAD.wav --gpu 0
loading model... done
loading wave source... done
stft of wave source... done
100%|█████████████████████████████████████████████ █████████████████████████████████████| 39/39 [00:17<00:00, 2.29it/s]
inverse stft of instruments... done
inverse stft of vocals... done
PS C:\Users\PC\Documents\vocal-removerV2>

How good were the results?

[rkeane]

How good were the results?

compared to other programs and based against the earlier version..........v2 is smoking
only draw back is you defo need a top notch PC to get things done fast......
if this is based on 300 odd pairs...........the 1000 pair edition that Anjok is maybe gonna release is gonna be immense
think i maybe need to rob a bank for a new pc

[chilinvilin]

compared to other programs and based against the earlier version..........v2 is smoking
only draw back is you defo need a top notch PC to get things done fast......
if this is based on 300 odd pairs...........the 1000 pair edition that Anjok is maybe gonna release is gonna be immense
think i maybe need to rob a bank for a new pc

Yes I also need another computer but for now I think I'm gonna dedicate my old laptop to just doing these conversions

[Anjok]

compared to other programs and based against the earlier version..........v2 is smoking
only draw back is you defo need a top notch PC to get things done fast......
if this is based on 300 odd pairs...........the 1000 pair edition that Anjok is maybe gonna release is gonna be immense
think i maybe need to rob a bank for a new pc

I'm going to attempt to train a 1000 pair model with the same amount of layers so you guys won't have to worry about PC drawbacks. With that being said, if the performance doesn't improve (or improves only marginally) I may have to add more layers to the model which will make it less friendly to older/slower PC's.

I'll do my best though!

[patrik]

Oh god my head is spinning...

[NewAgeRipper]

Personally I'd like to see a GUI with anything current and then a way to simply add the updates later by either certain file types or a simple update command tied to the git-hub.

[Anjok]

Personally I'd like to see a GUI with anything current and then a way to simply add the updates later by either certain file types or a simple update command tied to the git-hub.

I'll still be working on it concurrently with the models. However, I won't be dedicating as much time to it until I get the models to perform their best. Once I have something decent mocked up, I'll throw it on Git-hub if we have any coders here who want to contribute!

[ChrisCall]

hahaha, I say bring on the beast xD Actually is kinda exciting that you are upgrading your PC.
Mileage may vary on this but I have had great success under-clocking my GPU to manage heat. ...
Not that I absolutely need to since I'm running a GTX 1070, but I've always got MSI Afterburner running.

For example, one of the previous models had me at 80-85C,
so I under-clocked from 1700MHz to 1200MHz Core and from 4,000 to 3,500MHz memory.
Presto, cool and comfy 68-72C.

I do the same when I'm gaming. I can still run Witcher 3 on my laptop at 60FPS under-clocked and hold a steady 70C, rather than the 85C it would otherwise run the game at.