Comments (8)
but you can have relative and absolute paths in nkululeko?
relative meaning, it starts from the database root location.
Isn't that sufficient?
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Relative and absolute paths are to define the database path (e.g, CSV file) not the content of file
header inside the CSV file, right?
Suppose I have train.csv containing the following,
file, emotion
train_001.wav, fear
train_002.wav, sad
train_003.wav, happy
...
train_100.wav, neutral
With the current configuration, is that possible to run nkululeko.nkululeko without any pre-processing?
Also currently there is target
option for the labels, e.g., target=emotion
. How Nkululeko could recognize audio path header in CSV file? I just assume all datasets use file
as header. If this is the case, we also need to specify an audio header similar to target
.
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I checked it can be accomplished to set the root
directory under [EXP]
section. It needs clarity to the INI file and and documentations.
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I checked it can be accomplished to set the
root
directory under[EXP]
section. It needs clarity to the INI file and and documentations.
that's actually the root for the experiment results, not neccessarily the databases!
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And, yeah, documentation is still mainly my blog, that#s a weak point.
So, you have to set the root directory (of the data) and you can specify the path to the audios from there, but if that would be useful, adding another key for an (optional) audio_path that would mean the path between database root and audiofiles root, would of course be no problem
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I am wrong when stating that defining root dir will solve this issue. I tried on TESS dataset (still in my branch), and it doesn't work. Still need the full path inside file
header of the CSV file. So, the request of this feature is still valid.
This also will help if the dataset directory is not inside data
Nkululeko directory (of course one can make softlinks for simple).
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ok, i add this later today. The data directory does NOT have to be inside the nkululeko root! ACtually a Nkululeko root is NOT necessary at all!
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done in 0.63.3
https://github.com/felixbur/nkululeko/blob/main/ini_file.md#data
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Related Issues (20)
- show validation loss HOT 1
- Make interface easier
- adding confidence interval HOT 9
- add train test dev method for early stopping HOT 1
- Using GPU as default if it is available
- Error: TypeError: ufunc 'isfinite' not supported for the input types HOT 3
- Support finetuning (with Transformers) HOT 2
- Simplify, organize, and adding error message to tests
- Create python script to automate supported dataset information HOT 1
- Cannot find audio file if audio_path is given and abolute_path is True
- MLP model didn't report the best model but last epoch
- Option to overwrite (no_reuse) experiment directory HOT 2
- Montecarlo dropout HOT 2
- plot summaries on runs
- Change development and GH action to use python3.9 HOT 2
- Activate GH discussion HOT 1
- processed_results.csv is written in directory, where Python is executed and not in the specified results folder HOT 4
- Feature request: number of jobs/workers for 'classic' modelling HOT 4
- BUG: demo module return nan for model other than wav2vec2 variants in finetuning HOT 1
- Feature request: save plots in several different formats HOT 8
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