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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z_openset.0b09edd3_nohash_0.wav.2bir1vso.eb89fd814ec1.json.2bjbutlk

ID: 157744767

Label: z_openset

Sample length: 400ms

stop.stop_a8cb6dda_nohash_1.wav.23sfed9l.ingestion-6bc8b65f8c-vrv59.wav.24fguo40.ingestion-7455f94948-fsvzb.json.2bip2prk.eb89fd814ec1.json.2bjbjv4v

ID: 157747464

Label: stop

Sample length: 968ms

go.2b644i8l.454a3994b8cf.json.2bjbevc2

ID: 157749897

Label: go

Sample length: 968ms

z_openset.noise.orig_train.AirConditioner_1.wav.14000.wav.2biqjove.eb89fd814ec1.json.2bjblebh

ID: 157747004

Label: z_openset

Sample length: 1s

z_openset.noise.orig_test.ShuttingDoor_3.wav.17000.wav.2biqjm85.eb89fd814ec1.json.2bjbl7e4

ID: 157747061

Label: z_openset

Sample length: 1s

z_openset.0d90d8e1_nohash_0_no.wav.2bj91jq4.eb89fd814ec1.json.2bjc4d6n

ID: 157743818

Label: z_openset

Sample length: 329ms

stop.stop_4c432947_nohash_1.wav.23sf95ss.ingestion-6bc8b65f8c-vrv59.wav.24fgs3f9.ingestion-7455f94948-6jtv5.json.2bip2a16.eb89fd814ec1.json.2bjbj3f8

ID: 157747771

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.ShuttingDoor_7.wav.10000.wav.2biqkpv5.eb89fd814ec1.json.2bjbor30

ID: 157746111

Label: z_openset

Sample length: 1s

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	97,163
No. of clones	72