Seth Worthylake / SiLabs xG24 Dev Kit - KWS Workshop Public

Target: SiLabs EFR32MG24 (Cortex-M33 78MHz) 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.

SiLabs xG24 Dev Kit - KWS Workshop

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 (527 samples)

View all

_noise.24oo1upl.ingestion-76c6d4bd67-b5m42

ID: 114319175

Label: _noise

Sample length: 1s

stop.24onuav2.ingestion-76c6d4bd67-b5m42

ID: 114319007

Label: stop

Sample length: 1s

down.24onqaip.ingestion-76c6d4bd67-b5m42

ID: 114319032

Label: down

Sample length: 1s

down.24onq352.ingestion-76c6d4bd67-lq5d6

ID: 114319077

Label: down

Sample length: 1s

up.24oo172s.ingestion-76c6d4bd67-b5m42

ID: 114318899

Label: up

Sample length: 1s

_noise.24oo1vfn.ingestion-76c6d4bd67-b5m42

ID: 114319156

Label: _noise

Sample length: 1s

down.24onq45d.ingestion-76c6d4bd67-b5m42

ID: 114319127

Label: down

Sample length: 1s

stop.24onuc17.ingestion-76c6d4bd67-lq5d6

ID: 114318964

Label: stop

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.1%

Test set

96.0%

On-device performance (SiLabs EFR32MG24 (Cortex-M33 78MHz), Quantized (int8))

Latency

374 ms.

Peak RAM usage

45.0K

Flash usage

122.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

8m 55s

Sensor

audio @ 16KHz

Labels

down, _noise, stop, up

Project info

Project ID	114681
Project version	2
License	No license attached
No. of views	13,655
No. of clones	1