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.2b6440kk.454a3994b8cf.json.2bjbfihi

ID: 157749544

Label: go

Sample length: 968ms

stop.2b640b8f.454a3994b8cf.json.2bjbckl3

ID: 157751808

Label: stop

Sample length: 968ms

z_openset.noise.orig_test.Munching_3.wav.3000.wav.2biqjjlf.eb89fd814ec1.json.2bjbl17j

ID: 157747126

Label: z_openset

Sample length: 1s

stop.2b63v3mh.454a3994b8cf.json.2bjbca1f

ID: 157752469

Label: stop

Sample length: 968ms

stop.2b640inl.454a3994b8cf.json.2bjbcoeo

ID: 157751629

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.LivingRoom_1.wav.265000.wav.2biqkdm3.eb89fd814ec1.json.2bjbntae

ID: 157746338

Label: z_openset

Sample length: 1s

z_openset.0a196374_nohash_3_yes.wav.2bj90t0a.eb89fd814ec1.json.2bjc460v

ID: 157743854

Label: z_openset

Sample length: 419ms

go.2b643bss.454a3994b8cf.json.2bjbdbfq

ID: 157750983

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

On any device

Clone project

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	102,930
No. of clones	72