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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go.2b645n5p.454a3994b8cf.json.2bjbglmk

ID: 157748899

Label: go

Sample length: 968ms

go.go_28ed6bc9_nohash_2.wav.23scn0a0.ingestion-6bc8b65f8c-cfffs.wav.24esbl33.ingestion-7455f94948-fsvzb.json.2bip1ipp.eb89fd814ec1.json.2bjbhrh8

ID: 157748279

Label: go

Sample length: 968ms

go.2b643vhn.454a3994b8cf.json.2bjben6l

ID: 157750075

Label: go

Sample length: 968ms

go.go_a77fbcfd_nohash_0.wav.23screfg.ingestion-6bc8b65f8c-cfffs.wav.24esdmt9.ingestion-7455f94948-tfz5w.json.2bip1rjc.eb89fd814ec1.json.2bjbiamb

ID: 157748082

Label: go

Sample length: 968ms

z_openset.noise.orig_test.Typing_2.wav.49000.wav.2biqjo79.eb89fd814ec1.json.2bjblc1p

ID: 157747025

Label: z_openset

Sample length: 1s

stop.stop_41474817_nohash_0.wav.23sfe126.ingestion-6bc8b65f8c-cfffs.wav.24fguiep.ingestion-7455f94948-6jtv5.json.2bip2ohe.eb89fd814ec1.json.2bjbjt1g

ID: 157747496

Label: stop

Sample length: 968ms

z_openset.0a2b400e_nohash_3_yes.wav.2bj90sgm.eb89fd814ec1.json.2bjc460k

ID: 157743863

Label: z_openset

Sample length: 555ms

z_openset.0c5027de_nohash_0_four.wav.2biqp6dp.eb89fd814ec1.json.2bjbmq3q

ID: 157746638

Label: z_openset

Sample length: 368ms

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	74,301
No. of clones	68