Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
Tutorial: Recognize sounds from audio
This is the finished Edge Impulse project for the tutorial 'Recognize sounds from audio'. From here you acquire new training data, design impulses and train models.
About this project
Running Sink Faucet Detection
Have you ever wanted to know if you left an appliance running while you were away from home? Clone this project to build an embedded ML project detecting when your sink's faucet is still running with incoming audio data!
You can also follow our tutorial to guide you through building your continuous audio recognition model, from data collection to deployment on embedded devices.
Sensor & Block Information
- Microphone audio data (.wav files) @ 16000 Hz
- MFE DSP block for non-human voice audio
- Neural Network Classifier with prediction outputs: "faucet", "noise"
Run this model
Scan QR code or launch in browser
Dataset summary
Data collected
15m 40sSensor
audio @ 16KHzLabels
faucet, noiseProject info
| Project ID | 14301 |
| Project version | 8 |
| License | BSD 3-Clause Clear |
| No. of views | 45,452 |
| No. of clones | 464 |
