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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go.2b643h7c.454a3994b8cf.json.2bjbdf8r

ID: 75973955

Label: go

Sample length: 968ms

z_openset.noise.orig_train.WasherDryer_4.wav.308000.wav.2biql8lf.eb89fd814ec1.json.2bjbpr56

ID: 75968954

Label: z_openset

Sample length: 1s

stop.2b6406pg.454a3994b8cf.json.2bjbd3qs

ID: 75974325

Label: stop

Sample length: 968ms

z_openset.noise.orig_test.Neighbor_2.wav.0.wav.2biqjkot.eb89fd814ec1.json.2bjbl57s

ID: 75970192

Label: z_openset

Sample length: 1s

stop.2b6405hq.454a3994b8cf.json.2bjbd361

ID: 75974342

Label: stop

Sample length: 968ms

z_openset.1c3f4fac_nohash_0_yes.wav.2bj911sd.eb89fd814ec1.json.2bjc539r

ID: 75966803

Label: z_openset

Sample length: 681ms

stop.2b63uvu4.454a3994b8cf.json.2bjbc9lf

ID: 75975602

Label: stop

Sample length: 968ms

go.2b643erp.454a3994b8cf.json.2bjbdeb4

ID: 75973992

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

Clone project

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	510,406
No. of clones	523