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

unknown.75b631ff_nohash_0

ID: 896893058

Label: unknown

Sample length: 1s

unknown.e57abea3_nohash_0

ID: 896897682

Label: unknown

Sample length: 1s

noise.orig_train.WasherDryer_7.wav.58000

ID: 896927791

Label: noise

Sample length: 1s

noise.orig_train.Hallway_1.wav.80000

ID: 896920843

Label: noise

Sample length: 1s

unknown.2fee065a_nohash_1

ID: 896889891

Label: unknown

Sample length: 1s

unknown.14c7b073_nohash_0

ID: 896888293

Label: unknown

Sample length: 1s

noise.orig_test.Typing_2.wav.6000

ID: 896915220

Label: noise

Sample length: 1s

unknown.61ab8fbc_nohash_2

ID: 896892216

Label: unknown

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

On any device

Clone project

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	50,945
No. of clones	1