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Releases: bbc/audio-dafx2019-automatic

Music/Speech/SFx discriminator model trained on GTZAN and BBC SFx

18 Apr 12:23
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Fixed some bugs on the training code and trained on the CPU using a number of 4 epochs. On the same dataset it gives much higher f1 scores than before:

Type precision recall f1-score support
Music 1.00 0.97 0.99 713
Speech 0.98 0.98 0.98 527
SFx 0.96 0.99 0.98 494

Music/Speech/SFx discriminator model trained on GTZAN and BBC SFx

02 Apr 17:26
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Music/Speech/SFx discriminator model trained on GTZAN

01 Apr 17:35
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Adapted VGGish trained on GTZAN music/speech discriminator dataset and augmented by samples from the BBC SFx library