allenhung1025 / looptest Goto Github PK
View Code? Open in Web Editor NEWOfficial repo of ISMIR-21 publication, “A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset”.
License: MIT License
Official repo of ISMIR-21 publication, “A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset”.
License: MIT License
Hello, thank you for this impressive work. It gave me much inspiration!
I want to train my own 4-bar model. As I dont have much music domain-knowledge, my plan is finetuning the pretrained model on a specific genre, with really low Learning rate. Can you provide me the step of resuming train step with four-bar model? Like how many seconds should we trim the datapoint, and so on...
Thank you so much
Thanks for sharing this great repo!
One question I have is... how did you train the four-bar model? Every time I tried to train some four-bar models with four-bar-long loops, I always faced mode collapses. I tried smaller learning rates, but it didn't work either. Any tips?
Dear Allen, I know it's been a few years so your code is not being actively maintained. Nevertheless, I still want to train the model on my own data!
After processing my dataset, I try to run the training script, and get the error:
ImportError: /home/myusername/.cache/torch_extensions/fused/fused.so: undefined symbol: _ZNSt15__exception_ptr13exception_ptr10_M_releaseEv
This seems to be a StyleGAN2 issue common to other users, but I'm not sure how to resolve it. At first the conda
environment wasn't setting up CUDA_HOME
properly, so I installed cudatoolkit-dev
, but that only comes in version CUDA 10.1, and you were using CUDA 10.2... So....I tried downgrading pytorch to 10.1 as well, but.. that had no effect on getting rid of the error.
In case you have any interest in seeing if you code still runs, please let me know if you have any suggestions! Thanks.
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