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

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop

Keyword spotting

About this project

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Data (12,229 samples)

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z_openset.0d393936_nohash_1_zero.wav.2biqv9kf.eb89fd814ec1.json.2bjbr3e2

ID: 75968678

Label: z_openset

Sample length: 461ms

stop.2b641a3l.454a3994b8cf.json.2bjbe3fg

ID: 75973568

Label: stop

Sample length: 968ms

stop.2b6406ia.454a3994b8cf.json.2bjbd3qm

ID: 75974323

Label: stop

Sample length: 968ms

go.2b643ml2.454a3994b8cf.json.2bjbdlpt

ID: 75973836

Label: go

Sample length: 968ms

go.2b6452o7.454a3994b8cf.json.2bjbfqrd

ID: 75972481

Label: go

Sample length: 968ms

z_openset.2e30f9a5_nohash_0.wav.2bir23b0.eb89fd814ec1.json.2bjc2vgk

ID: 75967143

Label: z_openset

Sample length: 440ms

z_openset.1a6eca98_nohash_0_six.wav.2bir1dja.eb89fd814ec1.json.2bjc07j8

ID: 75967598

Label: z_openset

Sample length: 597ms

z_openset.noise.orig_train.Field_1.wav.170000.wav.2biqk9pl.eb89fd814ec1.json.2bjbmle5

ID: 75969761

Label: z_openset

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

96.4%

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	42868
Project version	2
License	BSD 3-Clause Clear
No. of views	437,539
No. of clones	484