For data augmentation, the generator and the discriminator were simpliﬁed versions of the classiﬁer in Section 3.1

The Fbank of a 10-second stereo audio was of the dimension 500× 2× 128 before, 500× 6× 768 after adding delta, delta-delta coefﬁcients

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eess.AS · 2019-07-15 · unverdicted · novelty 2.0

DCASE 2019 challenge submission reports >85% accuracy on acoustic scene classification via GAN augmentation fused with 1D and 2D CNN classifiers.

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Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling eess.AS · 2019-07-15 · unverdicted · none · ref 6
DCASE 2019 challenge submission reports >85% accuracy on acoustic scene classification via GAN augmentation fused with 1D and 2D CNN classifiers.