Edge Impulse Inc. / Syntiant-RC-Go-Stop 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.

Syntiant-RC-Go-Stop

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 (12,229 samples)

View all

go.go_ac899eb7_nohash_2.wav.23scrrjd.ingestion-6bc8b65f8c-vrv59.wav.24esdt3j.ingestion-7455f94948-fsvzb.json.2bip1sep.eb89fd814ec1.json.2bjbickf

ID: 75971147

Label: go

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_10.wav.184000.wav.2biqk90v.eb89fd814ec1.json.2bjbmj17

ID: 75969788

Label: z_openset

Sample length: 1s

go.2b6453fs.454a3994b8cf.json.2bjbfrnd

ID: 75972474

Label: go

Sample length: 968ms

z_openset.noise.orig_train.AirConditioner_3.wav.4000.wav.2biqjp6f.eb89fd814ec1.json.2bjblebk

ID: 75970109

Label: z_openset

Sample length: 1s

stop.stop_2bfe70ef_nohash_1.wav.23sf8m0l.ingestion-6bc8b65f8c-cfffs.wav.24fgrvb4.ingestion-7455f94948-6jtv5.json.2bip28dk.eb89fd814ec1.json.2bjbj056

ID: 75970901

Label: stop

Sample length: 968ms

stop.2b63upco.454a3994b8cf.json.2bjbc8cp

ID: 75975729

Label: stop

Sample length: 968ms

z_openset.0b77ee66_nohash_0_one.wav.2bir2jca.eb89fd814ec1.json.2bjbutm8

ID: 75967848

Label: z_openset

Sample length: 611ms

z_openset.1ecfb537_nohash_3_four.wav.2biqp9sl.eb89fd814ec1.json.2bjbneku

ID: 75969564

Label: z_openset

Sample length: 336ms

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

96.4%

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

Latency

25 ms.

Peak RAM usage

3.8K

Flash usage

550.1K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

2h 54m 52s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	42868
Project version	2
License	BSD 3-Clause Clear
No. of views	551,194
No. of clones	542