---
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"