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

Target: Cortex-M4F 80MHz Clone this project

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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.mauricio5.wav.1ncrqtcj.ingestion-675cdb5cc7-tncpl.s14.json.2bj17ngo.eb89fd814ec1.json.2bjc76ht

ID: 157743322

Label: z_openset

Sample length: 1s

stop.2b63ui2d.454a3994b8cf.json.2bjbc6oi

ID: 157752825

Label: stop

Sample length: 968ms

go.go_8b25410a_nohash_3.wav.23scm8r2.ingestion-6bc8b65f8c-vrv59.wav.24esbdjn.ingestion-7455f94948-fsvzb.json.2bip1hbs.eb89fd814ec1.json.2bjbhpo0

ID: 157748310

Label: go

Sample length: 968ms

stop.2b63v1ad.454a3994b8cf.json.2bjbc9r1

ID: 157752489

Label: stop

Sample length: 968ms

go.2b645ean.454a3994b8cf.json.2bjbgan7

ID: 157749080

Label: go

Sample length: 968ms

go.2b64509j.454a3994b8cf.json.2bjbg2mj

ID: 157749238

Label: go

Sample length: 968ms

z_openset.1ba20be2_nohash_0.wav.2biqt9j8.eb89fd814ec1.json.2bjbschh

ID: 157745307

Label: z_openset

Sample length: 640ms

z_openset.noise.orig_test.Neighbor_5.wav.29000.wav.2biqjldp.eb89fd814ec1.json.2bjbl57t

ID: 157747088

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	130,604
No. of clones	73