Edge Impulse Inc. / Syntiant-RC-Go-Stop Public

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop

Keyword spotting

About this project

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Data (12,229 samples)

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z_openset.noise.orig_train.Station_1.wav.277000.wav.2biqkur4.eb89fd814ec1.json.2bjbp5lq

ID: 75969116

Label: z_openset

Sample length: 1s

stop.2b63v8de.454a3994b8cf.json.2bjbcajk

ID: 75975497

Label: stop

Sample length: 968ms

stop.2b6419ce.454a3994b8cf.json.2bjbegr4

ID: 75973311

Label: stop

Sample length: 968ms

go.go_c79159aa_nohash_3.wav.23scu91p.ingestion-6bc8b65f8c-86d4w.wav.24eseu9k.ingestion-7455f94948-fsvzb.json.2bip20o1.eb89fd814ec1.json.2bjbij09

ID: 75971063

Label: go

Sample length: 968ms

go.2b645897.454a3994b8cf.json.2bjbg6o6

ID: 75972251

Label: go

Sample length: 968ms

go.2b643kvo.454a3994b8cf.json.2bjbdkp7

ID: 75973871

Label: go

Sample length: 968ms

stop.2b63udt6.454a3994b8cf.json.2bjbc5u6

ID: 75976014

Label: stop

Sample length: 968ms

go.2b64656g.454a3994b8cf.json.2bjbhfgq

ID: 75971551

Label: go

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

96.4%

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	42868
Project version	2
License	BSD 3-Clause Clear
No. of views	431,609
No. of clones	480