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demucs

Demucs is based on U-Net convolutional architecture inspired by Wave-U-Net and SING, with GLUs, a BiLSTM between the encoder and decoder, specific initialization of weights and transposed convolutions in the decoder.

up and running

$ docker-compose run --rm demucs input/test.mp3

comparison

https://ai.honu.io/papers/demucs/