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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go.2b645pof.454a3994b8cf.json.2bjbgo4e

ID: 157748846

Label: go

Sample length: 968ms

go.2b644p15.454a3994b8cf.json.2bjbf767

ID: 157749737

Label: go

Sample length: 968ms

go.2b645otj.454a3994b8cf.json.2bjbgnfv

ID: 157748857

Label: go

Sample length: 968ms

stop.2b63vc0r.454a3994b8cf.json.2bjbccau

ID: 157752272

Label: stop

Sample length: 968ms

go.2b643hn7.454a3994b8cf.json.2bjbdg97

ID: 157750850

Label: go

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_8.wav.211000.wav.2biqk7vc.eb89fd814ec1.json.2bjbmgna

ID: 157746718

Label: z_openset

Sample length: 1s

go.2b642u9c.454a3994b8cf.json.2bjbd8q2

ID: 157751055

Label: go

Sample length: 968ms

z_openset.1a4259c3_nohash_0_off.wav.2biqu9fu.eb89fd814ec1.json.2bjbrrhg

ID: 157745414

Label: z_openset

Sample length: 302ms

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

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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	86,410
No. of clones	72