Edge Impulse Inc. / Tutorial: Recognize sounds from audio - TI LaunchXL Public

Target: Cortex-M4F 80MHz Clone this project

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.

Tutorial: Recognize sounds from audio - TI LaunchXL

This is the finished Edge Impulse project for the tutorial 'Recognize sounds from audio' for the TI LaunchXL board. From here you acquire new training data, design impulses and train models.

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (18 samples)

View all

faucet2.v1mlqlu.wav

ID: 48861419

Label: faucet

Sample length: 1m 0s

noise6.uv3o3kk.wav

ID: 48861418

Label: noise

Sample length: 40s

faucet0.v1k8j5u.wav

ID: 48861417

Label: faucet

Sample length: 1m 0s

noise3.uv2m03a.wav

ID: 48861422

Label: noise

Sample length: 20s

faucet1.uv85g0u.wav

ID: 48861407

Label: faucet

Sample length: 1m 0s

noise12.v1ifgbh.wav

ID: 48861414

Label: noise

Sample length: 1m 0s

noise12.v1vurlm.wav

ID: 48861413

Label: noise

Sample length: 1m 0s

noise5.uv3c56p.wav

ID: 48861423

Label: noise

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

99.1%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

94 ms.

Peak RAM usage

14.1K

Flash usage

33.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

15m 40s

Sensor

audio @ 16KHz

Labels

faucet, noise

Project info

Project ID	50506
Project version	2
License	BSD 3-Clause Clear
No. of views	13,515
No. of clones	4