NAM: Neural Amp Modeler

Emotional soloing with Gigfast Lite V2. It is not all about high gain. Gigfast Lite can handle ambient low gain tones with ease. For the purpose of this demonstration Fırat Öz jammed on to a youtube backing track. Dialed in a quick tone using our MJM-800 amp and MJM Dual 57 cabinet with the stereo delay inside the app. No post processing. Gigfast Lite V2 is available in appstore. Don’t forget to use #gigfastlite #arteradsp hashtags, tag us, add as collaborator in your videos.


 
@ArteraDSP How much testing do you do w/ interfaces, etc? With Gigfast Lite on my IK Axe I/O One on the iPad (M4 iPad Pro), it is behaving really wonky. It cannot select any sample rate but 192KHz and it only makes a funky buzzing sound on first invocation.

When I go to another app (like ToneX (which works fine)) select the sample rate, etc it seemingly resets the interface and then I can restart Gigfast. Even then it won't allow me to change any settings on the interface (buffers, rate). Obviously, this makes it sort of unusable with that interface, IMHO.

Also, Gigfast doesn't seem to have any input gain control that I could see. Maybe it is somewhere else but it was non-obvious.
 
Ok, I opened the project with my measurements that I did some time ago and I have to correct myself: Tonex is actually worse than NAM regarding aliasing. I also re-did the measurements just to be sure I didn't screw up anything the first time, but same results.

All three are the same exact amp with gain and level matched (Fractal's VH4 captured with both NAM and Tonex)

FM9
View attachment 7418

NAM
View attachment 7419

Tonex
View attachment 7420

All three are made with a 10 seconds linear sine sweep ranging from 0 to 24 kHz at -1dBFS (@James Freeman I know this is not a realistic level but I chose to do so just to make the lines more visible in the graphs).

How to interpret these graphs:

X axis is time in seconds, Y axis is frequency.
Brighter and yellow colors represent higher levels, faint and blue represent lower levels. The range goes from 0dBFS to -100 dBFS, so dark blue lines are not hearable in practical use.
The fundamental frequency (aka the original sweep) is the brighter yellow line which goes from the bottom-left corner to the upper-right corner or, in other words, from 0 to 24kHz in 10 seconds.
Other lines starting from the bottom-left corner are harmonics generated by the distortion of the amp.
Lines that don't start from the bottom-left corner are aliasing or... other things (we'll see later what these could be)

Let's analyse them one by one:

FM9
This is the example of how oversampling should be done properly. All the aliasing is blue coloured, so much more low in level than fundamental and harmonics. All the aliased lines are almost vertical, that means that only those relative to the highest harmonics are visible, hence having a level higher than -100 dBFS.
Also, you don't see the point where these gets reflected back at the top of the graph cuz that happens at a much higher frequency than 24 kHz, and also cuz there's a properly implemented anti-aliasing low-pass filter, this last reason is why you see all lines getting darker towards the top of the graph.

NAM
This instead can be taken as an example of how aliasing happens: the fundamental and all the harmonics get reflected exactly at 24 kHz (half the 48 kHz sample-rate) and then reflected again when they reach 0 Hz, and again and again till they reach the upper-right or lower-right corner.
All as expected here since we already knew that NAM doesn't have oversampling nor any kind of filtering.

Tonex
Compared to NAM the graph looks more chaotic. First of all we see a big yellow "V" in the middle of the graph, that's an alias relative to the 3rd harmonic which for some reason is quite high in level, maybe even higher than the harmonic itself which is quite strange, and the same happens for some other harmonics too. I don't know the reason for this but that's really bad for sure.
Then we can see the main lines getting darker at 16k, that's a low-pass filter.
But the strangest thing is that all lines have some copies above and below. These are basically the same as the fundamental and harmonics but shifted in time (both backward and forward) and at a lower level.
At first sight I didn't know what was happening and this is why I repeated the measurements today. But after thinking a bit about it I suspect this might be due to some linear phase processing inside the plugin causing (pre and post) ringing. This is just my assumption though, it could even be some by-product of the neural network used by Tonex. Anyway, if you have a more convincing explanation let me know.

Here are some facts guys, draw your own conclusions.

PS: another interesting thing I just noticed: there's also a yellow horizontal line at the bottom of all three graphs. I suppose this is DC offset since the amp generates even harmonics and therefor it has asymmetrical clipping.
PPS: or it might just be the 50-60 Hz ghost note usually called "hum" 😅

Sorry if you've answered this before.... but with this aliasing test with the FM9, NAM, and Tonex, have you done a null test just like your aliasing test?
 
TIL that I can use my Behringer DI400P as a tap from my Speaker Out jacks on my amps. Working on some full profiles of the Stealth, albeit with some ground noise. Excited to see how it turns out!
How long have you been playing? How long have you owned it? That is typically how redboxes are used. Get a pyle phe400 for $20 to break the ground loop. You need it when interfacing tube amps with computers.
 
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@ArteraDSP How much testing do you do w/ interfaces, etc? With Gigfast Lite on my IK Axe I/O One on the iPad (M4 iPad Pro), it is behaving really wonky. It cannot select any sample rate but 192KHz and it only makes a funky buzzing sound on first invocation.

When I go to another app (like ToneX (which works fine)) select the sample rate, etc it seemingly resets the interface and then I can restart Gigfast. Even then it won't allow me to change any settings on the interface (buffers, rate). Obviously, this makes it sort of unusable with that interface, IMHO.

Also, Gigfast doesn't seem to have any input gain control that I could see. Maybe it is somewhere else but it was non-obvious.
This is not an interface related issue it is caused by the recent iOS audio handling. We will fix it in couple of days. For NAM side of GigFast, gain knob is input trim. For our own amps you have to compansate with your interface gain or some gain plugin before that.
 
Which one did you get? I've been looking for a good one. I bought one that didn't work a few years ago.
After searching Amazon and reading through reviews of different use cases for similar products I ended up with one called "USB 2.0 Isolator - Hi-Speed 480Mbps, Surge Protection, No Drivers Needed - Plug & Protect Your Investment"
Screenshot_20241120_133008_Chrome.jpg

Link

It works well to kill USB chatter. I just got a second one. One for my interface and one for my HX devices that also interface with my amp.
 
With the introduction of GigFast Lite Version 2, we're thrilled to create a dedicated space to connect with our users.
As NAMM 2025 approaches, we're gearing up for some exciting announcements that we also wanted to share directly with you and get your valuable feedback about how things finalize.
Thanks for incredible support so far!

https://www.facebook.com/share/g/17TUUQ5DD8/
 
This is not an interface related issue it is caused by the recent iOS audio handling. We will fix it in couple of days. For NAM side of GigFast, gain knob is input trim. For our own amps you have to compansate with your interface gain or some gain plugin before that.
Thanks for explaining the current status of this @ArteraDSP will look forward to your update and play around with it some more. It has been pretty fun so far.
 
Hello everyone. We have a black Friday sales going on until 02 December. You can save 25% for lifetime access to GigFast Lite!!! Come join the tribe!!!

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Here is a no talking demo song of the GigFast on MacOS used inside Ableton Live.

 
NAM 0.7.12 beta (https://github.com/sdatkinson/NeuralAmpModelerPlugin/releases/tag/v0.7.12) just dropped and it includes an input calibration feature ("Calibrate Input"):

1732486562103.png


If the author of the NAM profile populated the SEND and RETURN values (https://neural-amp-modeler.readthedocs.io/en/latest/tutorials/calibration.html) for the profile, the end-user just needs to fill in their "Instrument" / "Hi-Z" input's headroom in dBu.

The plugin will do the math in the background and calibrate the profile so that it plays well with the user's setup.

Pretty darn sweet :D
 
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