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plunkgj / midi2wave

Wavenet conditioned on midi for music synthesis
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reproducing results #2

Open Abdelrahman-kamall opened 3 years ago

Abdelrahman-kamall commented 3 years ago

Hi, I hope you are doing good. first of all thank you for that great job it's very helpful,

I am trying to reproduce the results for educational purposes and I 've faced some problems , tried to solve them but now i 'm stuck in here so i thought i can ask for some help . due to limited resources i am using VGMidi dataset instead of the maestro dataset (if this itself will cause a problem or so please tell me ) i created the csv file and did the first step resampling and preprocessing now i am in the train step and i get this error each time i try to train image the number in entry 1 changes from run to run , 120000 is length of what so maybe i can think of what causes the length to change. another important thing to notice is that the config_train.json had2 missing attrivutes use_skip_out and same_cond_each_resblock so i added them and assumed them both to be true , also the order of the "use_cond_act": false, "use_cond_bias": true, attributes is reversed in the function train so is it ok or should we reverse them

Abdelrahman-kamall commented 3 years ago

i reduced the batch size to 1 instead of 2 and it's working now , but i still don't know the cause of this error