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