When running the standalone version by clicking the desktop icon, there is no error message / popup that tells the user the JACK server is not running. When run from the CLI, it shows a message that may or may not be properly interpreted by a new user.

Reproduction steps:

1. Open reaper
2. Insert new track
3. Click FX
4. Click Add
5. Select LV2:AIDA-X (Aida DSP) (Mono) plugin
6. Now you see the GUI window is too small
   

System info:

• Windows 10
• Reaper v6.78
• Komplete Audio 6 MK2 audio interface
• ASIO: 44.1Hz, 512 samples, default settings

Hi,

I'm not sure if this is the right place to post this issue,
but I got a python error when training a model at step 2 in the google cloud.

This makes auval tests fail.

The noise persists and is present even if no audio input is provided

--

Useful Infos

• Windows 10
• Reaper DAW v6.70
• 48kHz, 256 buffer size, ASIO, default settings
• UMC404HD USB Soundcard

Currently missing.
Needs to be researched regarding the best possible approach, specially in regards to non-integer scale resampling like 44.1kHz to 48kHz

While testing on zynthian platform (linux arm64 + LV2), we discovered that GUI seems to use almost all available CPU, until reaching 75-80% and more. When disabling the GUI (LV2 can run GUI-less) CPU usage is very low, while audio processing is still running without issues, smoothly. We tested with several models and IRs, same results.

• Platform: Zynthian (RPi5 + linux arm64 + LV2)
• OS version: Raspberry Pi OS (Debian Bookworm)
• GUI running via VNC.

Hi! When packaging this for a distribution, my expectation is that there is an install target.
However, DESTDIR="$pkgdir" cmake --install build unfortunately installs nothing and I have to pick files manually.

with your clap plugin, the gui doesnt load but the parameters can still be interacted with at the bottom

bitwig 5.1.8
linux mint cinnamon lts

In Logic Pro the plugin is not installed on a mono track. When opening the plugin again, the profile name is not saved. When you reopen the project in , the profile is reset to default. I tried to export the project to Xcode, but it didn’t work. You can create a project file for Xcode? Thank you for your work, very interesting project.

I trained a model using 3 num_layers which improved a fuzz sound from the default. Using default I got ESR 0.18 but by using 3 num_layers I got 0.10 and after one more round of training it went down to 0.08.

The problem is that the plugin can't use it correctly. It does load the model but the sound is very quiet and does not have much distortion.

Is it possible to enable more num_layers kind of like how you enabled larger hidden_sizes?

3 num_layers file:
_LSTM-40-0_ESR_0p0886.zip

Running on linux debian 11 in carla plugin host the displayed file in both the amp and ir does not change,when loading new files, the files are being used so seems to be just the display. Works fine in VST3 version.

Reproduction steps:

1. Open reaper
2. Insert new track
3. Load CLAP:AIDA-X (Aida DSP) plugin
4. Click on one the upload buttons
   
5. Now you see nothing happens

System info:

• Windows 10
• Reaper v6.78
• Komplete Audio 6 MK2 audio interface
• ASIO: 44.1Hz, 512 samples, default settings

I compared this Stereo cab sim between the AIDA-X and the IR Loader and they sound very different. It almost sounds like it has a bit of reverb on it when using the AIDA-X cab sim.

IR file:
1. Guitar Mesa 4x12 V30.zip

This zip contains a recording of the AIDA-X cab sim and IR loader using the same file
stereo-cab-sim-comparison.zip

AIDA-X info:

• Recorded in Reaper using the AIDA-X vst2
• AMP sim turned off
• All settings unchanged after boot
  

IR loader info:

• Recorded using the Record-Mono plugin by Brummer
• IR loader Gain: 0.00dB

Misc request about resources:

• Graphic resource directories looks a bit fragmented and there is a empty resources folder: is it planned for a change or can I propose something different?
• I would like to add a desktop file for the standalone, an icon that can be extracted from mac .icns or windows .ico (or if there is a svg/png that I can use)
• Add an AppStream metainfo xml file (used by some graphic package managers or AppImages)

The VST version causes the following error on W11, 22H2, Studio One 6 x64.

Audio card: SSL 2, latest driver and firmware, sample rate 44.1, buffer 64 samples. Sometimes the plugin will make the DAW crash instantly. Sometimes, the plugin loads but whenever a knob is rotated, the daw starts to stutter and then crashes.

Faulting application name: Studio One.exe, version: 6.1.1.0, time stamp: 0x6423ff97
Faulting module name: textinputframework.dll, version: 10.0.22621.436, time stamp: 0x241995fd
Exception code: 0xc0000005
Fault offset: 0x00000000000252f1
Faulting process id: 0x0x1248
Faulting application start time: 0x0x1D976122E94213F
Faulting application path: C:\Program Files\PreSonus\Studio One 6\Studio One.exe
Faulting module path: C:\WINDOWS\SYSTEM32\textinputframework.dll
Report Id: 8003fd60-d986-4dd8-9e3f-0e75ca035c5e
Faulting package full name:
Faulting package-relative application ID:

The first line of the readme of the repo on GH is a bit clunky.

AIDA-X is an Amp Model Player, allowing it to load models of AI trained music gear, which you can then play through!

My suggestion would be to change it to something like:

AIDA-X is a virtual amp using Amp Models based on AI neural networks, which are trained on existing gear.

I'm not a native English speaker, so my alternative suggestion may not be the best either, but I'm sure this can be phrased better than the existing text.

The "which you can then play through" part not really idiomatic and also superfluous. What else would you do with? ;)

1. open standalone AIDA-X plugin
2. click Enable Audio Input
3. click Buffer Size
4. now you see this dropdown menu:
5. 
6. click Buffer Size again to close dropdown menu
7. now you see that the dropdown menu doesn't go away but is also not clickable anymore

OS: Windows 10
Build: https://github.com/AidaDSP/AIDA-X/actions/runs/4703668597

I installed AU plugin on mac M1
I verified that AIDA-X is correctly validated on plugin list of Logic.
On plugin list of tracks Aida-X is not present

Apple M1, OS Ventura 13.0.1

Keeping track of the last few details to handle

• repo name as AIDA-X
• Windows standalone not set as win32 gui application (shows console)
• Windows standalone freezes when changing buffer size
• Windows installer does not create start menu entry
• macOS app bundle (from CI artifacts) is not executable, due to zip usage
• MOD Neural Amp landing page public
• MOD wasm build does not handle high-dpi scaling properly
• MOD wasm needs meters adjustment and decision
• MOD wasm final audio loops

The LV2 plugin version allows control of parameters via the naitive GUI or LV2 control ports. When one of these is adjusted, the other is not updated. For example, toggling LV2 port EQPOS does not update Pre/Post indication on the LV2 GUI. This is the same for all parameters, e.g. input level, bass, etc.

Other tools use "This PC" as the start location.
Need to see if possible to change this so unset location behaves like others.

Reproduction steps:

1. Open reaper
2. Insert new track
3. Click FX
4. Click Add
5. Select either:

• VST:AIDA-X (Aida DSP) (mono) plugin
• VST3:AIDA-X (Aida DSP) (mono) plugin
• LV2:AIDA-X (Aida DSP) (Mono) plugin

7. Click
   
8. Select .wav IR file to upload (I've tried with multiple IR files and the behavior is the same)
9. Now you see that reaper either freezes and then crashes or crashes instantly

System info:

• Windows 10
• Reaper v6.78
• Komplete Audio 6 MK2 audio interface
• ASIO: 44.1kHz, 512 samples, default settings

I maybe experienced a bug or just malfunctioning models:

• https://forum.mod.audio/t/mlterror15/9464
• https://forum.mod.audio/t/reaper-high-gain-amp/9480

When maxing the gain poti (left) to the max, there is some clean bleeding sound. Maybe from a limitation process?
JACK config was checked and is fine.

Happened in Ardour 7.3, Linux 6.1 with the VST2.

Reproduction steps:

1. Open reaper
2. Insert new track
3. Click FX
4. Click Add
5. Select either:

• VST:AIDA-X (Aida DSP) (mono) plugin
• VST3:AIDA-X (Aida DSP) (mono) plugin
• LV2:AIDA-X (Aida DSP) (Mono) plugin

7. Minimize the Reaper window
8. Maximize the Reaper window
9. Now you hear a noise tick

System info:

• Windows 10
• Reaper v6.78
• Komplete Audio 6 MK2 audio interface
• ASIO: 44.1Hz, 512 samples, default settings

It's just an expected behavior on macOS apps

Using AIDA-X 1.1.0 VST3 on Linux

This is how it looks in REAPER 7.11:

In Carla 2.5.8 it shows just a tiny window:

In Ardour it looks like this:

When opening it in Ardour this prints to the console:

assertion failure: "width > 1 && height > 1" in file /home/runner/work/AIDA-X/AIDA-X/modules/dpf/dgl/src/WindowPrivateData.cpp, line 578, v1 382, v2 1

I trained and exported the model and I assume the colab file managed to use the model since it could make a prediction audio sample. When I opened the json file in AIDA-X (x86_64 Linux) and the box then shows the name of the loaded model I chose but the sound is unchanged from the previous model.

This is the file that will not load:
wont_load_LSTM-80-0_ESR_0p0215.json.zip

I've compiled AIDA_-X from source and compilation seemed OK, no errors. The plugin loads in Reaper and looks fine and the knobs work. It does give a bit of a tube warmth sound to guitar. But, none of the Proteus Amp-model files affects the sound at all. (Button is activated). Same with the Deer Ink models.

The models make a HUGE difference in Proteus, so they work in them selves.

So far I've tried the CLAP and VST3 versions of the compiled plugin, but no luck with the sounds.

What can I do? Do I miss some library even if it compiled okay?

(I'll try the LV2 plugin as well)

This is on an updated Devuan Chimeara with Reaper 6.75. Jack is running. No pulseaudio or pipewire at all.

When trying to export a trained model using the AIDA X Model Trainer on Google Colab, copyfile is not being able to find "model_keras.json" under Results folder. Something must have changed in the keras library. Here's the full Model Export log, and I got the same error for every model I tried to train.

Generating model file: Marshall 2525H v3_LSTM-12-0.json
/usr/local/lib/python3.10/dist-packages/keras/src/layers/core/input_layer.py:26: UserWarning: Argument input_shape is deprecated. Use shape instead.
warnings.warn(
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
I0000 00:00:1724067933.220409 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.271304 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.271658 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.277983 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.278210 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.278427 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.470082 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.470381 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
I0000 00:00:1724067933.470589 4691 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
Traceback (most recent call last):
File "/content/Automated-GuitarAmpModelling/modelToKeras.py", line 85, in
lstm_layer = keras.layers.LSTM(hidden_size, activation=None, weights=lstm_weights, return_sequences=True, recurrent_activation=None, use_bias=bias_fl, unit_forget_bias=False)
File "/usr/local/lib/python3.10/dist-packages/keras/src/layers/rnn/lstm.py", line 486, in init
super().init(
File "/usr/local/lib/python3.10/dist-packages/keras/src/layers/rnn/rnn.py", line 204, in init
super().init(**kwargs)
File "/usr/local/lib/python3.10/dist-packages/keras/src/layers/layer.py", line 266, in init
raise ValueError(
ValueError: Unrecognized keyword arguments passed to LSTM: {'weights': [array([[ 6.60592541e-02, -1.85463473e-01, 2.91573942e-01,
2.45860592e-01, -8.15418661e-02, 7.75152892e-02,
4.01835190e-03, -3.27668823e-02, -1.52905071e-02,
-1.45363808e-01, -9.04606134e-02, 3.45285572e-02,
-3.77460793e-02, -4.45241779e-02, 3.22128199e-02,
9.36680287e-02, -1.01195216e-01, -1.44828875e-02,
8.39575939e-03, -4.28125896e-02, 1.35291785e-01,
-1.90442756e-01, -8.83284956e-02, 2.01224741e-02,
-5.69425774e+00, 6.10955298e-01, 3.69630516e-01,
-4.53105211e-01, -1.62291169e-01, -4.09498028e-02,
3.07930613e+00, 1.71425954e-01, 6.46085620e-01,
3.39670002e-01, 1.64213642e-01, 5.42318523e-01,
-9.05587450e-02, -5.54878175e-01, 6.56083785e-03,
4.55473512e-01, -1.06242314e-01, -1.52269402e-03,
8.10337160e-03, -2.28969902e-02, 1.99903771e-02,
-1.81676179e-01, -5.97323552e-02, 4.64963801e-02]]), array([[ 4.61226791e-01, -2.40906253e-01, 6.05380177e-01,
1.16820939e-01, 5.67865930e-02, 6.10170094e-03,
-1.46325203e-02, -5.15195541e-02, -1.14406407e-01,
3.26480716e-01, -4.36199009e-01, 1.18167043e-01,
1.11368112e-01, 3.13587457e-01, -1.62575200e-01,
1.54996514e-01, -2.24014178e-01, 4.17284481e-02,
1.19663797e-01, -9.80473496e-03, 4.42907244e-01,
1.30282700e-01, -7.82935798e-01, 1.63571745e-01,
6.77698851e-01, -6.69380426e-01, -1.49365294e+00,
4.14951921e-01, 4.57340002e-01, 1.48942161e+00,
4.22639191e-01, -1.15596123e-01, -1.82948947e+00,
-5.18981181e-03, 2.61114448e-01, 3.29079628e-01,
-8.92767727e-01, 6.73966408e-02, -7.98407122e-02,
-2.47330695e-01, -6.33482216e-03, 1.20702326e-01,
-1.86460763e-02, 5.05711697e-02, -6.03230819e-02,
-7.73401931e-02, 3.88177097e-01, -3.53364736e-01],
[ 2.68348038e-01, 3.86285424e-01, 6.14301443e-01,
2.10623696e-01, 2.31220126e-01, 5.65186381e-01,
-2.66893506e-01, -3.58372219e-02, 1.42851910e-02,
1.63053274e-01, -1.75054803e-01, -3.47995223e-03,
-4.18091901e-02, -4.90624905e-01, 1.92745879e-01,
3.43767345e-01, -8.20410028e-02, -4.87219542e-01,
6.00438356e-01, -5.47111593e-02, 5.86831093e-01,
-1.06205009e-01, 1.98420081e-02, -3.19051027e-01,
1.77511740e+00, 2.99270898e-01, 2.32696861e-01,
-1.37289360e-01, -1.62240386e-01, -2.90533602e-01,
-1.04820788e+00, -5.55899888e-02, -1.11902855e-01,
1.14502001e+00, -4.81374294e-01, -1.05531782e-01,
4.17224020e-01, -4.97067213e-01, 8.79088491e-02,
8.46434683e-02, -7.49148726e-02, -1.45933524e-01,
-2.70585120e-01, -2.60675758e-01, -2.38312185e-01,
-1.82233572e-01, -4.10690397e-01, -2.01784030e-01],
[ 5.89568794e-01, -7.87080765e-01, 3.35695684e-01,
-5.12516618e-01, -5.12554422e-02, 6.08857870e-02,
2.82333255e-01, 6.24148138e-02, 2.11513609e-01,
-5.67948818e-01, 3.89805675e-01, -4.27485555e-01,
-6.94954768e-02, 3.26032788e-01, -1.41451374e-01,
4.54128206e-01, -1.51648954e-01, 4.54252481e-01,
4.05766010e-01, 6.53226078e-02, 3.49291801e-01,
-2.62949079e-01, 8.45123470e-01, 2.65273899e-01,
3.57759356e-01, 1.96084186e-01, -5.40993176e-02,
9.93377790e-02, 1.45545542e-01, 6.38503879e-02,
-1.53166689e-02, -1.58295393e-01, -8.63298681e-03,
5.13001457e-02, -6.11867487e-01, -2.24494133e-02,
1.25089443e+00, -1.67813361e-01, 1.44501761e-01,
-1.73303619e-01, -2.38038064e-03, 7.58230314e-02,
2.91039437e-01, 2.23119706e-01, 3.30205709e-01,
-1.93059638e-01, 2.10678101e-01, 1.83617860e-01],
[-1.32507468e-02, -3.20242375e-01, 1.76866055e-01,
9.70790908e-02, 2.22372249e-01, -1.92024082e-01,
-1.81852892e-01, -3.95288952e-02, 1.14302330e-01,
-2.50763535e-01, -2.15243563e-01, -2.93799758e-01,
-3.10968570e-02, -6.89411104e-01, 1.56073496e-01,
2.23422334e-01, 4.94480319e-02, -3.45600903e-01,
5.19268274e-01, -7.46295899e-02, 2.22573072e-01,
-1.90256447e-01, 1.95945680e-01, -3.74794394e-01,
-2.03513074e+00, 1.11753158e-01, 2.29699358e-01,
1.75933763e-01, 3.31314206e-01, 1.33674055e-01,
1.04639030e+00, -4.12202766e-03, 8.27392489e-02,
-1.41308248e-01, -2.38736674e-01, -2.58068979e-01,
3.82403344e-01, 3.57178302e-04, 1.53809413e-01,
-2.80600667e-01, 1.05340481e-01, 1.55445576e-01,
-1.80247560e-01, -6.51116893e-02, -9.31010675e-03,
-2.86252707e-01, -2.56996453e-01, -1.56428829e-01],
[-1.80147290e-01, 5.17186701e-01, 2.35592157e-01,
-1.04960181e-01, -2.96075512e-02, -5.07685579e-02,
-4.70234118e-02, 2.72842050e-02, -9.43444520e-02,
2.94294775e-01, -7.94412270e-02, 3.83293182e-01,
1.88697994e-01, -1.09601714e-01, 4.95446473e-02,
1.68895274e-01, -1.81216091e-01, 1.00019164e-01,
4.84871790e-02, -1.86938439e-02, 5.18973731e-02,
3.14889133e-01, 1.04307227e-01, 3.00713807e-01,
-1.86457172e-01, -1.62624195e-01, -2.67225988e-02,
1.13832995e-01, 3.82153779e-01, 5.72146587e-02,
8.56721103e-02, -2.91494101e-01, -1.37124890e-02,
4.73695137e-02, 1.10462392e-02, -2.83118486e-01,
2.39602342e-01, 5.15701482e-03, 1.82519078e-01,
2.85490036e-01, 8.86354819e-02, 6.79471642e-02,
-4.78321388e-02, -1.02486491e-01, -1.36848986e-01,
3.19234341e-01, -5.75380214e-02, -6.58173487e-02],
[ 1.03419495e-03, 6.03067338e-01, 2.94188410e-01,
-3.77986990e-02, 3.95052075e-01, -5.59596300e-01,
1.29064709e-01, 9.81130525e-02, 1.52023315e-01,
1.61021322e-01, -2.71247059e-01, -1.66958034e-01,
-1.85291335e-01, -1.76844850e-01, -2.50963926e-01,
2.57682651e-01, 3.70079368e-01, 1.22855276e-01,
3.95851195e-01, 1.48340791e-01, -8.69267955e-02,
4.50667702e-02, 2.62053639e-01, -3.81544977e-01,
-6.30430400e-01, -1.57150358e-01, 5.52617610e-02,
-3.99804153e-02, 1.27110392e-01, 1.78263530e-01,
3.53460729e-01, -9.40515697e-02, -3.47592443e-01,
1.97480455e-01, -2.66631961e-01, 1.24950774e-01,
3.71847987e-01, 1.70650989e-01, 1.17738046e-01,
-6.67255670e-02, 3.28855276e-01, -1.85213685e-01,
1.28980145e-01, 2.52014175e-02, 7.37071335e-02,
6.28548115e-02, -1.13061909e-03, 2.91710105e-02],
[ 4.45558466e-02, -4.99581367e-01, -6.59751713e-01,
8.34360063e-01, -1.44802809e-01, -3.81496102e-01,
2.25782469e-02, 9.48724058e-03, 2.13505164e-01,
4.93929416e-01, -9.59003568e-01, 8.83508660e-03,
8.08280185e-02, -2.81544160e-02, 2.34897137e-01,
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FileNotFoundError Traceback (most recent call last)

in <cell line: 18>()
16 get_ipython().system('python3 modelToKeras.py -lm "$model_path"')
17
---> 18 shutil.copyfile(os.path.join(model_dir, 'model_keras.json'), os.path.join('/content', os.path.split(model_dir)[-1]+'.json'))
19 files.download(os.path.join('/content', model_filename))
20

/usr/lib/python3.10/shutil.py in copyfile(src, dst, follow_symlinks)
252 os.symlink(os.readlink(src), dst)
253 else:
--> 254 with open(src, 'rb') as fsrc:
255 try:
256 with open(dst, 'wb') as fdst:

FileNotFoundError: [Errno 2] No such file or directory: '/content/Automated-GuitarAmpModelling/Results/Marshall 2525H v3_LSTM-12-0/model_keras.json'

Hi! When trying to package 1.0.0 for Arch Linux I ran into the issue that Python is required, but the cmake setup does not query for it.
Since the build system should ensure that all requirements are met before building, I think it would be a good idea to make sure it is installed before attempting to build this project! :)

something like that.

When running LV2 GUI-less, monitor ports are not refreshed. When running the GUI, they work normally. Monitors should be sent also when GUI is not enabled, or at least, have an option to enable/disable monitors.

Platform: Zynthian (RPi5 + linux arm64 + LV2)
OS version: Raspberry Pi OS (Debian Bookworm)

Visual feedback of input and output meters is always green.
This makes it hard for the user to understand that a particular distorted sound is the sound of clipping.

for skipping files in the folder. Something like that but nice lookin. Or both arrows after the model name.