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

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Syntiant-RC-Go-Stop Nicla

Keyword spotting

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Data (12,229 samples)

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go.2b644esq.454a3994b8cf.json.2bjberpa

ID: 157749966

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Typing_8.wav.107000.wav.2biql1ub.eb89fd814ec1.json.2bjbpdh9

ID: 157745959

Label: z_openset

Sample length: 1s

go.2b643gb4.454a3994b8cf.json.2bjbdf8a

ID: 157750874

Label: go

Sample length: 968ms

z_openset.helloworld.jan1.wav.1ncrqt2t.ingestion-675cdb5cc7-8nx9w.s28.json.2bj17bpu.eb89fd814ec1.json.2bjc5o0t

ID: 157743586

Label: z_openset

Sample length: 1s

z_openset.noise.orig_test.AirportAnnouncements_2.wav.20000.wav.2biqjg77.eb89fd814ec1.json.2bjbkqnk

ID: 157747192

Label: z_openset

Sample length: 1s

z_openset.0eb48e10_nohash_0_zero.wav.2biqva3h.eb89fd814ec1.json.2bjbr9gh

ID: 157745535

Label: z_openset

Sample length: 471ms

stop.2b63uvpk.454a3994b8cf.json.2bjbc9kq

ID: 157752514

Label: stop

Sample length: 968ms

z_openset.helloworld.jan4.wav.1ncrr0n4.ingestion-675cdb5cc7-q6zp6.s15.json.2bj17ebl.eb89fd814ec1.json.2bjc62ak

ID: 157743507

Label: z_openset

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.9%

Test set

96.0%

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	137011
Project version	2
License	BSD 3-Clause Clear
No. of views	97,166
No. of clones	72