Edge Impulse Inc. / Syntiant-RC-Go-Stop Public

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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.2b645kuk.454a3994b8cf.json.2bjbgj54

ID: 75972031

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Babble_8.wav.139000.wav.2biqk0kd.eb89fd814ec1.json.2bjbm14i

ID: 75969952

Label: z_openset

Sample length: 1s

go.go_7c1d8533_nohash_4.wav.23scm2cc.ingestion-6bc8b65f8c-vrv59.wav.24esbarr.ingestion-7455f94948-fsvzb.json.2bip1gtt.eb89fd814ec1.json.2bjbhole

ID: 75971411

Label: go

Sample length: 968ms

go.2b6464p8.454a3994b8cf.json.2bjbh7re

ID: 75971668

Label: go

Sample length: 968ms

z_openset.helloworld.jan3.wav.1ncrqvip.ingestion-675cdb5cc7-tncpl.s18.json.2bj17dk7.eb89fd814ec1.json.2bjc5upu

ID: 75966640

Label: z_openset

Sample length: 1s

go.go_135c6841_nohash_0.wav.23scob04.ingestion-6bc8b65f8c-vrv59.wav.24esc4ju.ingestion-7455f94948-6jtv5.json.2bip1lgg.eb89fd814ec1.json.2bjbi0ar

ID: 75971302

Label: go

Sample length: 968ms

z_openset.1dc86f91_nohash_2_six.wav.2bir1f05.eb89fd814ec1.json.2bjc1lsn

ID: 75967361

Label: z_openset

Sample length: 604ms

z_openset.0d6d7360_nohash_3_yes.wav.2bj90u3a.eb89fd814ec1.json.2bjc4d6e

ID: 75966917

Label: z_openset

Sample length: 388ms

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	453,578
No. of clones	499