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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go.2b64560p.454a3994b8cf.json.2bjbg486

ID: 75972307

Label: go

Sample length: 968ms

stop.2b640p51.454a3994b8cf.json.2bjbcs9u

ID: 75974568

Label: stop

Sample length: 968ms

z_openset.1dc86f91_nohash_0_four.wav.2biqp96r.eb89fd814ec1.json.2bjbnc7b

ID: 75969584

Label: z_openset

Sample length: 327ms

z_openset.1b4c9b89_nohash_1_four.wav.2biqp87l.eb89fd814ec1.json.2bjbn6vm

ID: 75969631

Label: z_openset

Sample length: 337ms

stop.2b6403rc.454a3994b8cf.json.2bjbd2g3

ID: 75974363

Label: stop

Sample length: 968ms

go.2b6468un.454a3994b8cf.json.2bjbhcq4

ID: 75971590

Label: go

Sample length: 968ms

go.2b64694q.454a3994b8cf.json.2bjbhg4f

ID: 75971533

Label: go

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_7.wav.41000.wav.2biqk73l.eb89fd814ec1.json.2bjbmegm

ID: 75969830

Label: z_openset

Sample length: 1s

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	489,720
No. of clones	518