Hugo Celle / Voice_control Public

Target: ST IoT Discovery Kit (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.

Voice_control

Keyword spotting

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 (3,246 samples)

View all

noise.orig_train.WasherDryer_4.wav.129000

ID: 896927297

Label: noise

Sample length: 1s

noise.orig_train.ShuttingDoor_7.wav.27000

ID: 896924633

Label: noise

Sample length: 1s

unknown.1c76f5f3_nohash_0

ID: 896888726

Label: unknown

Sample length: 1s

noise.orig_test.Babble_5.wav.14000

ID: 896913468

Label: noise

Sample length: 1s

unknown.779de043_nohash_2

ID: 896893143

Label: unknown

Sample length: 1s

unknown.d5b963aa_nohash_1

ID: 896897065

Label: unknown

Sample length: 1s

unknown.1995cf9e_nohash_1

ID: 896888558

Label: unknown

Sample length: 1s

noise.orig_train.AirConditioner_10.wav.71000

ID: 896915421

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

95.8%

Test set

92.2%

On-device performance (ST IoT Discovery Kit (Cortex-M4F 80MHz), Quantized (int8))

Latency

169 ms.

Peak RAM usage

12.2K

Flash usage

32.0K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

54m 6s

Sensor

audio @ 16KHz

Labels

noise, Off, On, unknown

Project info

Project ID	371472
License	Apache 2.0
No. of views	81,987
No. of clones	4