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

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Syntiant-RC-Go-Stop Nicla

Keyword spotting

About this project

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Data (12,229 samples)

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z_openset.helloworld.mathijs1.wav.1ncrr9ig.ingestion-675cdb5cc7-tncpl.s13.json.2bj17g56.eb89fd814ec1.json.2bjc69ho

ID: 157743475

Label: z_openset

Sample length: 1s

stop.2b63v601.454a3994b8cf.json.2bjbcbgo

ID: 157752329

Label: stop

Sample length: 968ms

z_openset.helloworld.mauricio4.wav.1ncrqr2b.ingestion-675cdb5cc7-8nx9w.s16.json.2bj17mm4.eb89fd814ec1.json.2bjc76i4

ID: 157743320

Label: z_openset

Sample length: 1s

go.2b642uh7.454a3994b8cf.json.2bjbd8qg

ID: 157751060

Label: go

Sample length: 968ms

z_openset.0ba018fc_nohash_1_one.wav.2bir2jdr.eb89fd814ec1.json.2bjbv0sv

ID: 157744734

Label: z_openset

Sample length: 369ms

go.go_f0659908_nohash_2.wav.23sd55ib.ingestion-6bc8b65f8c-86d4w.wav.24esgkus.ingestion-7455f94948-fsvzb.json.2bip25hv.eb89fd814ec1.json.2bjbir7p

ID: 157747869

Label: go

Sample length: 968ms

go.2b64419p.454a3994b8cf.json.2bjbg1sb

ID: 157749254

Label: go

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_9.wav.166000.wav.2biqkjel.eb89fd814ec1.json.2bjbo988

ID: 157746235

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

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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	120,003
No. of clones	73