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.2b644an2.454a3994b8cf.json.2bjbenp3

ID: 157750067

Label: go

Sample length: 968ms

z_openset.1acc97de_nohash_2_nine.wav.2biqsk4e.eb89fd814ec1.json.2bjbruf0

ID: 157745399

Label: z_openset

Sample length: 578ms

stop.stop_c1d39ce8_nohash_8.wav.23sfft1k.ingestion-6bc8b65f8c-cfffs.wav.24fgvohh.ingestion-7455f94948-6jtv5.json.2bip2ucu.eb89fd814ec1.json.2bjbk6sq

ID: 157747386

Label: stop

Sample length: 968ms

go.2b6457sn.454a3994b8cf.json.2bjbg02p

ID: 157749293

Label: go

Sample length: 968ms

z_openset.noise.orig_train.SqueakyChair_3.wav.10000.wav.2biqksef.eb89fd814ec1.json.2bjbp09n

ID: 157746057

Label: z_openset

Sample length: 1s

go.2b644amo.454a3994b8cf.json.2bjbenov

ID: 157750061

Label: go

Sample length: 968ms

z_openset.noise.orig_train.VacuumCleaner_5.wav.9000.wav.2biql3j8.eb89fd814ec1.json.2bjbpfv0

ID: 157745942

Label: z_openset

Sample length: 1s

go.2b644910.454a3994b8cf.json.2bjbg5k4

ID: 157749186

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	86,408
No. of clones	72