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.helloworld.jan4.wav.1ncrr0n4.ingestion-675cdb5cc7-q6zp6.s4.json.2bj17e2j.eb89fd814ec1.json.2bjc62ah

ID: 75966610

Label: z_openset

Sample length: 1s

z_openset.0ea0e2f4_nohash_1_zero.wav.2biqv9tn.eb89fd814ec1.json.2bjbr6n3

ID: 75968657

Label: z_openset

Sample length: 799ms

z_openset.1dc86f91_nohash_0_nine.wav.2biqsl25.eb89fd814ec1.json.2bjbsqth

ID: 75968291

Label: z_openset

Sample length: 383ms

z_openset.8e884ec4_nohash_0_yes.wav.2bj914cp.eb89fd814ec1.json.2bjc5h7i

ID: 75966716

Label: z_openset

Sample length: 605ms

stop.2b63uhl6.454a3994b8cf.json.2bjbc6lv

ID: 75975929

Label: stop

Sample length: 968ms

z_openset.2aec99ec_nohash_0.wav.2biqr757.eb89fd814ec1.json.2bjbnh0i

ID: 75969542

Label: z_openset

Sample length: 650ms

go.2b645kqq.454a3994b8cf.json.2bjbgj4r

ID: 75972039

Label: go

Sample length: 968ms

stop.2b640pof.454a3994b8cf.json.2bjbcsu7

ID: 75974566

Label: stop

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

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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	584,358
No. of clones	551