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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stop.2b640ttj.454a3994b8cf.json.2bjbcva2

ID: 157751376

Label: stop

Sample length: 968ms

z_openset.0e6e36c9_nohash_1_six.wav.2bir1cpc.eb89fd814ec1.json.2bjbvk0m

ID: 157744621

Label: z_openset

Sample length: 389ms

stop.2b63udt6.454a3994b8cf.json.2bjbc5u6

ID: 157752923

Label: stop

Sample length: 968ms

go.2b6443c8.454a3994b8cf.json.2bjbfki6

ID: 157749508

Label: go

Sample length: 968ms

stop.2b63vv76.454a3994b8cf.json.2bjbcjlr

ID: 157751841

Label: stop

Sample length: 968ms

go.2b646b85.454a3994b8cf.json.2bjbh2vj

ID: 157748667

Label: go

Sample length: 968ms

go.2b644l9j.454a3994b8cf.json.2bjbf334

ID: 157749826

Label: go

Sample length: 968ms

go.go_7799c9cd_nohash_0.wav.23scpvff.ingestion-6bc8b65f8c-vrv59.wav.24esctbj.ingestion-7455f94948-fsvzb.json.2bip1obk.eb89fd814ec1.json.2bjbi5k0

ID: 157748133

Label: go

Sample length: 968ms

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	114,892
No. of clones	72