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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stop.2b63v984.454a3994b8cf.json.2bjbcbhf

ID: 75975418

Label: stop

Sample length: 968ms

z_openset.1b459024_nohash_0_off.wav.2biqua2m.eb89fd814ec1.json.2bjbs9r4

ID: 75968404

Label: z_openset

Sample length: 244ms

go.2b645jbr.454a3994b8cf.json.2bjbgg9v

ID: 75972073

Label: go

Sample length: 968ms

go.2b6444t4.454a3994b8cf.json.2bjbflqo

ID: 75972573

Label: go

Sample length: 968ms

z_openset.noise.doing_the_dishes.wav.59000.wav.2biqjdl8.eb89fd814ec1.json.2bjbkml7

ID: 75970315

Label: z_openset

Sample length: 1s

z_openset.0b7ee1a0_nohash_1_zero.wav.2biqv8d4.eb89fd814ec1.json.2bjbqc8i

ID: 75968829

Label: z_openset

Sample length: 516ms

z_openset.8e523821_nohash_2_yes.wav.2bj914mr.eb89fd814ec1.json.2bjc5h7q

ID: 75966713

Label: z_openset

Sample length: 539ms

go.2b6446cu.454a3994b8cf.json.2bjbfmu8

ID: 75972569

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

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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	444,621
No. of clones	490