balthazarneveu / gyraudio

A novel method for audio source separation

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audiosep reloaded: restart on the additive mix #18

Closed balthazarneveu closed 10 months ago

balthazarneveu commented 10 months ago

[x] reset exeperiments
[x] change wandb default
[x] change output folder (default + kaggle notebook)

Training

@MathildeDupouy

[x] dataloader ....

@balthazarneveu

[x] add new loss term for noise reconstruction
[x] handle multiple cost terms
[x] report receptive field in configuration

inference script

[x] add SNR metrics

MathildeDupouy commented 10 months ago

Training

@MathildeDupouy

[x] dataloader fixed and random (996d0bc0af9212ab93063568cb36d6cd1f8ec953 , 6997a523741c152157990a69fe35709780119141 , accc221160f7bd7dd7994bb18b8553a3e5a7cd65 )

[ ] manage snr ?

[x] collate (1e6db2fea8c2dee2033c25c92596473c34b10df4)

balthazarneveu commented 10 months ago

Remaining todos =

[ ] keep a copy of best model
[ ] Find best & worse examples
[ ] infer with any voice signal