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

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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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z_openset.2be08ce4_nohash_0.wav.2biqr7af.eb89fd814ec1.json.2bjbnh0b

ID: 157746454

Label: z_openset

Sample length: 420ms

z_openset.3bdf05d3_nohash_0.wav.2biqs7fm.eb89fd814ec1.json.2bjbudou

ID: 157744854

Label: z_openset

Sample length: 460ms

stop.2b63v017.454a3994b8cf.json.2bjbcatv

ID: 157752381

Label: stop

Sample length: 968ms

go.2b645860.454a3994b8cf.json.2bjbg6nr

ID: 157749163

Label: go

Sample length: 968ms

go.2b645c2a.454a3994b8cf.json.2bjbg8gh

ID: 157749141

Label: go

Sample length: 968ms

go.go_9b8a7439_nohash_3.wav.23scmhao.ingestion-6bc8b65f8c-86d4w.wav.24esbfoq.ingestion-7455f94948-6jtv5.json.2bip1hr1.eb89fd814ec1.json.2bjbhpqj

ID: 157748302

Label: go

Sample length: 968ms

stop.2b64060q.454a3994b8cf.json.2bjbd69o

ID: 157751140

Label: stop

Sample length: 968ms

go.2b64461g.454a3994b8cf.json.2bjbg1rn

ID: 157749258

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

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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	130,605
No. of clones	73