metadata
dataset_info:
features:
- name: filename
dtype: string
- name: label
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 16000
splits:
- name: train
num_bytes: 5964376050.089
num_examples: 3381
download_size: 5928564031
dataset_size: 5964376050.089
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: cc0-1.0
task_categories:
- audio-to-audio
language:
- en
tags:
- code
Speech and Noise Dataset
Overview
This dataset contains three types of audio recordings:
- Clean Speech → recordings of only speech without noise.
- Noisy Speech → recordings of speech mixed with noise.
- Noise Only → recordings of only background/environmental noise.
The dataset is designed for speech enhancement, noise reduction, and speech recognition research.
Dataset Structure
clean_speech/ → speech-only recordings noisy_speech/ → speech mixed with noise noise_only/ → noise-only recordings metadata.csv → mapping between files and labels
Metadata
filename
: Path of the audio filelabel
: Category (clean_speech
,noisy_speech
,noise_only
)
Example:
filename | label |
---|---|
clean_speech/1.wav | clean_speech |
noisy_speech/5.wav | noisy_speech |
noise_only/3.wav | noise_only |
Applications
- Speech enhancement models
- Noise reduction systems
- Robust ASR (Automatic Speech Recognition) training
- Machine learning tasks for audio classification
License
CC0 1.0 – Public Domain Dedication.
You are free to use this dataset for research and commercial purposes.