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

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Data (12,229 samples)

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stop.2b640kdd.454a3994b8cf.json.2bjbcp6i

ID: 75974676

Label: stop

Sample length: 968ms

z_openset.0ea9c8ce_nohash_1_zero.wav.2biqv9v1.eb89fd814ec1.json.2bjbr6na

ID: 75968658

Label: z_openset

Sample length: 569ms

z_openset.1c3f50ad_nohash_1.wav.2biqr5tg.eb89fd814ec1.json.2bjbn9r0

ID: 75969592

Label: z_openset

Sample length: 480ms

z_openset.noise.orig_train.LivingRoom_1.wav.27000.wav.2biqkcsp.eb89fd814ec1.json.2bjbnqut

ID: 75969455

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Washing_1.wav.86000.wav.2biqlaf6.eb89fd814ec1.json.2bjbq14o

ID: 75968905

Label: z_openset

Sample length: 1s

go.2b6436nh.454a3994b8cf.json.2bjbdtt7

ID: 75973668

Label: go

Sample length: 968ms

z_openset.2f813234_nohash_0.wav.2biqs6kv.eb89fd814ec1.json.2bjbu7in

ID: 75967991

Label: z_openset

Sample length: 460ms

go.2b643tt7.454a3994b8cf.json.2bjbem2b

ID: 75973187

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	500,292
No. of clones	520