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

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Data (12,229 samples)

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go.2b644tn6.454a3994b8cf.json.2bjbfcob

ID: 157749644

Label: go

Sample length: 968ms

stop.2b63v5gj.454a3994b8cf.json.2bjbca7i

ID: 157752446

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Traffic_1.wav.91000.wav.2biqkva2.eb89fd814ec1.json.2bjbp83m

ID: 157746007

Label: z_openset

Sample length: 1s

go.2b645bq9.454a3994b8cf.json.2bjbg7ho

ID: 157749146

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Metro_1.wav.221000.wav.2biqkeoe.eb89fd814ec1.json.2bjbnvqg

ID: 157746328

Label: z_openset

Sample length: 1s

go.2b643u9e.454a3994b8cf.json.2bjbemql

ID: 157750095

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Bus_1.wav.92000.wav.2biqk25p.eb89fd814ec1.json.2bjbm3ac

ID: 157746836

Label: z_openset

Sample length: 1s

stop.2b63vrjo.454a3994b8cf.json.2bjbci98

ID: 157751925

Label: stop

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

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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	119,771
No. of clones	73