Faucet vs noise
Last updated
Last updated
Task: Audio Classification
License:
This dataset has been collected by Edge Impulse teams to recognize the sound of water running from a faucet, even in the presence of other background noise.
Total Data Items: 18
Total Data Length: 0h 15m 40s
Axis Summary: audio
Labeling Method: single label
Train/Test Split: 88.89% / 11.11%
Training Set
Testing Set
Total Data Items
16
2
Labels
faucet, noise
faucet, noise
Total Data Length
0h 13m 40s
0h 2m 0s
Download
HuggingFace - Soon
Kaggle - Soon
Import this dataset to your Edge Impulse project
If you use this dataset in your research paper, please cite it using the following BibTeX:
You can also follow learn how to collect audio data from microphones, use signal processing to extract the most important information, and train a deep neural network that can tell you whether the sound of running water can be heard in a given clip of audio. Finally, you'll deploy the system to an embedded device and evaluate how well it works.
Feature extraction: , ,
Learning block:
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This project uses the Edge Impulse Exporter Format (info.labels). See this for more info.
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