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.2b645jbr.454a3994b8cf.json.2bjbgg9v

ID: 157748981

Label: go

Sample length: 968ms

stop.2b63vh99.454a3994b8cf.json.2bjbce4l

ID: 157752161

Label: stop

Sample length: 968ms

go.2b645poq.454a3994b8cf.json.2bjbgo4l

ID: 157748841

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Field_1.wav.4000.wav.2biqk9av.eb89fd814ec1.json.2bjbmlds

ID: 157746678

Label: z_openset

Sample length: 1s

stop.stop_3a33d3a4_nohash_0.wav.23sf8q7u.ingestion-6bc8b65f8c-86d4w.wav.24fgs0c3.ingestion-7455f94948-tfz5w.json.2bip292g.eb89fd814ec1.json.2bjbj1nj

ID: 157747795

Label: stop

Sample length: 968ms

go.2b643krv.454a3994b8cf.json.2bjbdkp0

ID: 157750786

Label: go

Sample length: 968ms

z_openset.01bb6a2a_nohash_1_zero.wav.2biqvbp1.eb89fd814ec1.json.2bjbschv

ID: 157745299

Label: z_openset

Sample length: 535ms

z_openset.0ac15fe9_nohash_1.wav.2bir1vsa.eb89fd814ec1.json.2bjbuqdp

ID: 157744778

Label: z_openset

Sample length: 620ms

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	87,774
No. of clones	72