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btc-ismir19's Issues

Extracting embeddings

Hi, thanks for making this! I tested it, it's amazing. I wonder if it's possible to extract vectors for the wave files and if so is there example code for it?

Requires 1 positional argument 'Loader'

May I know what version of python did you used in this case since I'm having an error
Traceback (most recent call last):
File "test.py", line 22, in
config = HParams.load("run_config.yaml")
File "C:\Users\LENOVO\AppData\Local\Programs\Python\Python37\BTC-ISMIR19\utils\hparams.py", line 29, in load
return cls(**yaml.load(f))
TypeError: load() missing 1 required positional argument: 'Loader'

Hardware requirement

Hello, really interesting work! I am curious what GPUs and how many of them are required for training BTC? And how much time does it converge? Thank you.

dataset format

Can you please provide the details how can I arrange the dataset to execute your code?

Running on a non-CUDA device.

In case it helps anyone else, I got this error while running test.py on a machine w/o CUDA support.

Attempting to deserialize object on a CUDA device but torch.cuda.is_available() is False. If you are running on a CPU-only machine, please use torch.load with map_location=torch.device('cpu') to map your storages to the CPU.

I fixed the problem by replacing the following line 29 in test.py:

checkpoint = torch.load(model_file)

with

torch.load(model_file, map_location=lambda storage, loc: storage)

Structure of sound source and annotation data

This is not a bug report.
I'm trying to relearn(train.py) BTC-ISMIR2019, but I'm not sure about the directory structure under /data/music/chord_recognition/
Would you tell me where to put the mp3 and lab files?
P.S.
I already have the sound source data (.wav or .mp3) and annotation data (.lab) of isophonic, USpop, and robbie williams.

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