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

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Syntiant-RC-Go-Stop

Keyword spotting

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Data (12,229 samples)

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stop.2b64082k.454a3994b8cf.json.2bjbd6a8

ID: 75974222

Label: stop

Sample length: 968ms

z_openset.0ff728b5_nohash_4_seven.wav.2biqvscg.eb89fd814ec1.json.2bjbrkqv

ID: 75968545

Label: z_openset

Sample length: 456ms

go.go_99081f4d_nohash_1.wav.23scqhos.ingestion-6bc8b65f8c-vrv59.wav.24esd6ot.ingestion-7455f94948-fsvzb.json.2bip1pn8.eb89fd814ec1.json.2bjbi7cj

ID: 75971205

Label: go

Sample length: 968ms

go.go_abbfc3b4_nohash_0.wav.23scrob3.ingestion-6bc8b65f8c-cfffs.wav.24esdsgs.ingestion-7455f94948-tfz5w.json.2bip1seh.eb89fd814ec1.json.2bjbicjl

ID: 75971149

Label: go

Sample length: 968ms

stop.stop_144d27ff_nohash_1.wav.23sfbgjv.ingestion-6bc8b65f8c-86d4w.wav.24fgt48t.ingestion-7455f94948-fsvzb.json.2bip2ho8.eb89fd814ec1.json.2bjbjhrr

ID: 75970709

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Station_1.wav.239000.wav.2biqkuei.eb89fd814ec1.json.2bjbp5lk

ID: 75969119

Label: z_openset

Sample length: 1s

z_openset.0eb48e10_nohash_1.wav.2biqs3ks.eb89fd814ec1.json.2bjbr9gk

ID: 75968634

Label: z_openset

Sample length: 510ms

go.2b644or5.454a3994b8cf.json.2bjbf70n

ID: 75972841

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

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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	558,132
No. of clones	544