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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stop.2b641fb5.454a3994b8cf.json.2bjbeagj

ID: 157750348

Label: stop

Sample length: 968ms

z_openset.1c3f4fac_nohash_0.wav.2biqr5pp.eb89fd814ec1.json.2bjbn9r4

ID: 157746499

Label: z_openset

Sample length: 980ms

z_openset.1c3f50ad_nohash_0_no.wav.2bj91mot.eb89fd814ec1.json.2bjc539s

ID: 157743710

Label: z_openset

Sample length: 313ms

stop.2b63ub5e.454a3994b8cf.json.2bjbc56i

ID: 157752974

Label: stop

Sample length: 968ms

z_openset.1b88bf70_nohash_0_four.wav.2biqp8ci.eb89fd814ec1.json.2bjbn739

ID: 157746536

Label: z_openset

Sample length: 493ms

go.2b644eeh.454a3994b8cf.json.2bjberni

ID: 157749983

Label: go

Sample length: 968ms

stop.2b641ed1.454a3994b8cf.json.2bjbea05

ID: 157750370

Label: stop

Sample length: 968ms

go.2b645819.454a3994b8cf.json.2bjbg6oj

ID: 157749159

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	87,805
No. of clones	72