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.2b640i5u.454a3994b8cf.json.2bjbco66

ID: 157751636

Label: stop

Sample length: 968ms

stop.stop_f47d644e_nohash_1.wav.23sfipmk.ingestion-6bc8b65f8c-86d4w.wav.24fh1mmf.ingestion-7455f94948-tfz5w.json.2bip36sr.eb89fd814ec1.json.2bjbkil8

ID: 157747278

Label: stop

Sample length: 968ms

stop.2b63v9jf.454a3994b8cf.json.2bjbcarl

ID: 157752388

Label: stop

Sample length: 968ms

go.2b645pra.454a3994b8cf.json.2bjbgont

ID: 157748836

Label: go

Sample length: 968ms

z_openset.0d82fd99_nohash_3_no.wav.2bj91jm3.eb89fd814ec1.json.2bjc4d6m

ID: 157743815

Label: z_openset

Sample length: 478ms

go.2b642usa.454a3994b8cf.json.2bjbd9gp

ID: 157751047

Label: go

Sample length: 968ms

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

ID: 157752514

Label: stop

Sample length: 968ms

z_openset.0d53e045_nohash_1.wav.2bir0avp.eb89fd814ec1.json.2bjbqtdt

ID: 157745624

Label: z_openset

Sample length: 650ms

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	87,723
No. of clones	72