Reggae

Provided are two exemplary samples of reggae music along with the extracted explanations. The standard heatmap specifies the local explanation as obtained with standard LRP. The subspace heatmaps represent the disentangled explanation-components as extracted with DRSA and LRP. In order to enable good visual inspection, the audio players for each explanation are provided in collapsible sections below the figure.

Reggae concept explanations visualization
Fig. 1: Displayed from left to right: the original sample, the standard explanation (as obtained with standard LRP), and 4 explanation components as disentangled with DRSA. The total relevance represented by an explanation is stated above each heatmap. Each row of figures represents one specific sample and its associated explanations.

Extracted Concepts

The model learned these distinct concepts when classifying this genre:

1

Rhythmic Guitar

Characteristic offbeat guitar patterns and the distinctive "chop" rhythm that defines reggae music.

2

Bass Line

Deep, prominent bass lines that form the foundation of reggae's rhythmic structure.

3

Drum Patterns

Syncopated drum rhythms with emphasis on the backbeat, creating the signature reggae groove.

4

Mid-frequency Elements

Keyboard and organ sounds in the mid-frequency range that complement the rhythmic foundation.

Audio Samples & Explanations

Click on each sample to expand and listen to the original audio, standard LRP explanation, and the four disentangled concept explanations.

Original & Standard Explanation

Original Audio0:00 / 0:00
Standard Explanation0:00 / 0:00

Disentangled Explanation Components

Concept 10:00 / 0:00
Concept 20:00 / 0:00
Concept 30:00 / 0:00
Concept 40:00 / 0:00