Datasets:
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---
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"
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