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.24oo1ukn.ingestion-76c6d4bd67-b5m42

ID: 114319184

Label: _noise

Sample length: 1s

up.24oo0727.ingestion-76c6d4bd67-b5m42

ID: 114318848

Label: up

Sample length: 1s

stop.24onuanf.ingestion-76c6d4bd67-n2469

ID: 114319016

Label: stop

Sample length: 1s

down.24onq353.ingestion-76c6d4bd67-lq5d6

ID: 114319080

Label: down

Sample length: 1s

down.24onq90j.ingestion-76c6d4bd67-b5m42

ID: 114319094

Label: down

Sample length: 1s

stop.24onubep.ingestion-76c6d4bd67-lq5d6

ID: 114318991

Label: stop

Sample length: 1s

stop.24onucnq.ingestion-76c6d4bd67-b5m42

ID: 114318938

Label: stop

Sample length: 1s

stop.24onuah2.ingestion-76c6d4bd67-b5m42

ID: 114319027

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	13,484
No. of clones	1