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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go.2b645s11.454a3994b8cf.json.2bjbgrq1

ID: 157748783

Label: go

Sample length: 968ms

go.go_37e8db82_nohash_0.wav.23scn5rf.ingestion-6bc8b65f8c-86d4w.wav.24esbn0n.ingestion-7455f94948-tfz5w.json.2bip1jf6.eb89fd814ec1.json.2bjbhsvm

ID: 157748262

Label: go

Sample length: 968ms

stop.2b640gr1.454a3994b8cf.json.2bjbcn68

ID: 157751674

Label: stop

Sample length: 968ms

go.go_0b7ee1a0_nohash_2.wav.23scjn0v.ingestion-6bc8b65f8c-cfffs.wav.24esasb8.ingestion-7455f94948-6jtv5.json.2bip1cg3.eb89fd814ec1.json.2bjbhi87

ID: 157748407

Label: go

Sample length: 968ms

go.2b64514d.454a3994b8cf.json.2bjbg2qk

ID: 157749237

Label: go

Sample length: 968ms

go.2b643ca9.454a3994b8cf.json.2bjbdc8q

ID: 157750963

Label: go

Sample length: 968ms

z_openset.helloworld.jan1.wav.1ncrqt2t.ingestion-675cdb5cc7-8nx9w.s27.json.2bj17bne.eb89fd814ec1.json.2bjc5nvo

ID: 157743584

Label: z_openset

Sample length: 1s

z_openset.1fe4c891_nohash_1.wav.2bir22fk.eb89fd814ec1.json.2bjc2gid

ID: 157744143

Label: z_openset

Sample length: 490ms

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	83,508
No. of clones	70