Toward Deep Drum Source Separation

Audio Samples

The following audio samples are provided as supplementary material for the article Toward Deep Drum Source Separation, authored by A. I. Mezza, R. Giampiccolo, A. Bernardini, and A. Sarti, and submitted to Pattern Recognition Letters.

The source code and pretrained LarsNet models can be found visiting our GitHub repository.



Audio Samples


1_funk-groove1_138_beat_4-4

Drum Kit: Bluebird



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals


Drum Kit: Roots



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals



3_soul-groove3_86_beat_4-4

Drum Kit: East Bay



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals


Drum Kit: Detroit Garage



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals



5_funk-groove5_84_beat_4-4

Drum Kit: Heavy



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals


Drum Kit: Motown Revisited



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals



6_hiphop-groove6_87_beat_4-4

Drum Kit: Socal



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals


Drum Kit: Portland



Ground-truth

LarsNet

NMFD

SAB-NMF

Kick
Snare
Toms
Hi-Hat
Cymbals