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.0ba018fc_nohash_3_one.wav.2bir2jed.eb89fd814ec1.json.2bjbv42v

ID: 75967819

Label: z_openset

Sample length: 372ms

stop.2b63ugrt.454a3994b8cf.json.2bjbc6gd

ID: 75975951

Label: stop

Sample length: 968ms

go.2b6444ef.454a3994b8cf.json.2bjbflq5

ID: 75972589

Label: go

Sample length: 968ms

go.2b643icm.454a3994b8cf.json.2bjbdgjo

ID: 75973926

Label: go

Sample length: 968ms

z_openset.0f7266cf_nohash_0_nine.wav.2biqsj0h.eb89fd814ec1.json.2bjbrcdl

ID: 75968621

Label: z_openset

Sample length: 538ms

z_openset.noise.orig_test.Babble_5.wav.23000.wav.2biqji6p.eb89fd814ec1.json.2bjbkv2f

ID: 75970242

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Hallway_1.wav.131000.wav.2biqkauo.eb89fd814ec1.json.2bjbnm20

ID: 75969501

Label: z_openset

Sample length: 1s

z_openset.1daa5ada_nohash_0_three.wav.2bir45a1.eb89fd814ec1.json.2bjc1hvv

ID: 75967373

Label: z_openset

Sample length: 320ms

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	501,823
No. of clones	522