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.2b640vsq.454a3994b8cf.json.2bjbe3f8

ID: 157750475

Label: stop

Sample length: 968ms

stop.2b640jjg.454a3994b8cf.json.2bjbcoq0

ID: 157751606

Label: stop

Sample length: 968ms

go.2b643lqo.454a3994b8cf.json.2bjbdkqt

ID: 157750775

Label: go

Sample length: 968ms

go.2b6454tb.454a3994b8cf.json.2bjbfsqu

ID: 157749362

Label: go

Sample length: 968ms

go.2b6458fj.454a3994b8cf.json.2bjbg033

ID: 157749297

Label: go

Sample length: 968ms

z_openset.1a6eca98_nohash_0_two.wav.2bir4mkq.eb89fd814ec1.json.2bjc07p1

ID: 157744501

Label: z_openset

Sample length: 351ms

stop.stop_cb164eea_nohash_1.wav.23sfgaet.ingestion-6bc8b65f8c-vrv59.wav.24fh057f.ingestion-7455f94948-tfz5w.json.2bip2vtg.eb89fd814ec1.json.2bjbk8pr

ID: 157747374

Label: stop

Sample length: 968ms

stop.2b63v54d.454a3994b8cf.json.2bjbcb4t

ID: 157752363

Label: stop

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	107,011
No. of clones	72