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.noise.orig_train.CafeTeria_1.wav.99000.wav.2biqk4fn.eb89fd814ec1.json.2bjbm9ve

ID: 75969862

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Babble_2.wav.69000.wav.2biqjuoh.eb89fd814ec1.json.2bjblsbt

ID: 75969987

Label: z_openset

Sample length: 1s

go.2b64303l.454a3994b8cf.json.2bjbe0lj

ID: 75973618

Label: go

Sample length: 968ms

stop.2b63ub5m.454a3994b8cf.json.2bjbc5bo

ID: 75976058

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_10.wav.56000.wav.2biqk8h9.eb89fd814ec1.json.2bjbmj12

ID: 75969787

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Typing_8.wav.107000.wav.2biql1ub.eb89fd814ec1.json.2bjbpdh9

ID: 75969055

Label: z_openset

Sample length: 1s

stop.2b641dqi.454a3994b8cf.json.2bjbe8tl

ID: 75973468

Label: stop

Sample length: 968ms

go.2b644coi.454a3994b8cf.json.2bjbepei

ID: 75973105

Label: go

Sample length: 968ms

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	535,986
No. of clones	534