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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z_openset.1acc97de_nohash_1_three.wav.2bir4446.eb89fd814ec1.json.2bjc0ejb

ID: 157744460

Label: z_openset

Sample length: 434ms

go.2b645n5p.454a3994b8cf.json.2bjbglmk

ID: 157748899

Label: go

Sample length: 968ms

z_openset.noise.orig_test.AirConditioner_3.wav.11000.wav.2biqjeiv.eb89fd814ec1.json.2bjbkoml

ID: 157747218

Label: z_openset

Sample length: 1s

stop.2b6414u3.454a3994b8cf.json.2bjbeeoc

ID: 157750275

Label: stop

Sample length: 968ms

go.2b643qqb.454a3994b8cf.json.2bjbdop6

ID: 157750690

Label: go

Sample length: 968ms

z_openset.1a4259c3_nohash_0.wav.2bir5p2r.eb89fd814ec1.json.2bjc0b06

ID: 157744475

Label: z_openset

Sample length: 600ms

stop.2b63v6lv.454a3994b8cf.json.2bjbcab1

ID: 157752441

Label: stop

Sample length: 968ms

stop.2b63v3o9.454a3994b8cf.json.2bjbca1c

ID: 157752471

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	124,164
No. of clones	73