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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stop.2b63vs7v.454a3994b8cf.json.2bjbcibk

ID: 157751909

Label: stop

Sample length: 968ms

z_openset.1aed7c6d_nohash_0.wav.2biqs4an.eb89fd814ec1.json.2bjbs1as

ID: 157745382

Label: z_openset

Sample length: 420ms

stop.2b63v51d.454a3994b8cf.json.2bjbcb2l

ID: 157752367

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Babble_4.wav.8000.wav.2biqjv7g.eb89fd814ec1.json.2bjblsc7

ID: 157746885

Label: z_openset

Sample length: 1s

z_openset.2aec99ec_nohash_1.wav.2bir3n3t.eb89fd814ec1.json.2bjc2k97

ID: 157744109

Label: z_openset

Sample length: 630ms

go.2b6440qo.454a3994b8cf.json.2bjbfjag

ID: 157749537

Label: go

Sample length: 968ms

stop.2b641cn5.454a3994b8cf.json.2bjbe7ks

ID: 157750410

Label: stop

Sample length: 968ms

go.2b645jhh.454a3994b8cf.json.2bjbggom

ID: 157748975

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

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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	135,926
No. of clones	73