|
|
--- |
|
|
license: apache-2.0 |
|
|
task_categories: |
|
|
- audio-classification |
|
|
- audio-to-audio |
|
|
- text-to-audio |
|
|
task_ids: |
|
|
- multi-class-classification |
|
|
tags: |
|
|
- audio |
|
|
- sound |
|
|
- classification |
|
|
- music |
|
|
- source-separation |
|
|
- audio-generation |
|
|
- sound-synthesis |
|
|
size_categories: |
|
|
- 100k<n<1M |
|
|
dataset_info: |
|
|
features: |
|
|
- name: audio |
|
|
dtype: audio |
|
|
- name: label |
|
|
dtype: |
|
|
class_label: |
|
|
names: |
|
|
- kick |
|
|
- snare |
|
|
- hihat |
|
|
- clap |
|
|
- 808 |
|
|
- perc |
|
|
- fx |
|
|
- cymbal |
|
|
- vox |
|
|
- texture |
|
|
- melodic |
|
|
- name: duration |
|
|
dtype: float32 |
|
|
--- |
|
|
|
|
|
# Dataset Name |
|
|
**drums** is a dataset of more than 150,000 samples, including drums and various percussion, melodic and vocal samples |
|
|
|
|
|
## Dataset Description |
|
|
This dataset contains **154,600** short audio files with duration up to **2 seconds** each, labeled with sound categories. The dataset is designed for **classification**, **separation**, and **generation** tasks. |
|
|
|
|
|
### Key Features |
|
|
|
|
|
- **Dataset size:** 154,600 audio files |
|
|
- **Audio duration:** [0.05,2] seconds |
|
|
- **Audio format:** wav |
|
|
- **Sample rate:** 44100 Hz |
|
|
- **Classification type:** Multiclass |
|
|
|
|
|
### Class Labels |
|
|
|
|
|
The dataset contains the following sound categories: |
|
|
|
|
|
- "perc" |
|
|
- "kick" |
|
|
- "vox" |
|
|
- "melodic" |
|
|
- "clap" |
|
|
- "snare" |
|
|
- "drumfill" |
|
|
- "texture" |
|
|
- "808" |
|
|
- "bass" |
|
|
- "cymbal" |
|
|
- "hihat" |
|
|
- "fx" |
|
|
|
|
|
|
