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

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop Nicla

Keyword spotting

About this project

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Data (12,229 samples)

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go.2b643gb4.454a3994b8cf.json.2bjbdf8a

ID: 157750874

Label: go

Sample length: 968ms

z_openset.noise.orig_train.VacuumCleaner_2.wav.4000.wav.2biql2u6.eb89fd814ec1.json.2bjbpfuo

ID: 157745949

Label: z_openset

Sample length: 1s

z_openset.0ea0e2f4_nohash_0.wav.2bir0qga.eb89fd814ec1.json.2bjbr6n0

ID: 157745562

Label: z_openset

Sample length: 400ms

stop.2b64129a.454a3994b8cf.json.2bjbeil7

ID: 157750179

Label: stop

Sample length: 968ms

z_openset.1c45ceb2_nohash_0.wav.2biqr62i.eb89fd814ec1.json.2bjbn9r2

ID: 157746500

Label: z_openset

Sample length: 660ms

go.2b645cmu.454a3994b8cf.json.2bjbg8j1

ID: 157749128

Label: go

Sample length: 968ms

z_openset.noise.orig_train.WasherDryer_6.wav.26000.wav.2biql9dg.eb89fd814ec1.json.2bjbpu81

ID: 157745828

Label: z_openset

Sample length: 1s

go.2b644ndv.454a3994b8cf.json.2bjbf4r4

ID: 157749785

Label: go

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

96.0%

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

Latency

25 ms.

Peak RAM usage

3.8K

Flash usage

550.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 54m 52s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	137011
Project version	2
License	BSD 3-Clause Clear
No. of views	87,775
No. of clones	72