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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z_openset.noise.orig_train.SqueakyChair_5.wav.15000.wav.2biqksof.eb89fd814ec1.json.2bjbp09s

ID: 157746069

Label: z_openset

Sample length: 1s

go.go_3bc21161_nohash_3.wav.23scl1pc.ingestion-6bc8b65f8c-vrv59.wav.24esb2t0.ingestion-7455f94948-tfz5w.json.2bip1eeu.eb89fd814ec1.json.2bjbhll4

ID: 157748373

Label: go

Sample length: 968ms

go.go_2bfe70ef_nohash_0.wav.23sckjqk.ingestion-6bc8b65f8c-cfffs.wav.24esb18q.ingestion-7455f94948-6jtv5.json.2bip1e6l.eb89fd814ec1.json.2bjbhliv

ID: 157748376

Label: go

Sample length: 968ms

go.2b6441a1.454a3994b8cf.json.2bjbfjak

ID: 157749539

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Cafe_1.wav.22000.wav.2biqk2pm.eb89fd814ec1.json.2bjbm5fc

ID: 157746817

Label: z_openset

Sample length: 1s

stop.stop_de3fe344_nohash_1.wav.23sfh2of.ingestion-6bc8b65f8c-86d4w.wav.24fh0pu6.ingestion-7455f94948-tfz5w.json.2bip32m5.eb89fd814ec1.json.2bjbkbkk

ID: 157747348

Label: stop

Sample length: 968ms

stop.stop_bbf38549_nohash_0.wav.23sffkmh.ingestion-6bc8b65f8c-86d4w.wav.24fgvjqo.ingestion-7455f94948-6jtv5.json.2bip2thl.eb89fd814ec1.json.2bjbk4vg

ID: 157747419

Label: stop

Sample length: 968ms

go.2b643826.454a3994b8cf.json.2bjbe3aj

ID: 157750486

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

Clone project

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	112,242
No. of clones	72