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.0d393936_nohash_0.wav.2biqr4ij.eb89fd814ec1.json.2bjbmso0

ID: 75969694

Label: z_openset

Sample length: 520ms

z_openset.01bb6a2a_nohash_0_eight.wav.2bir3617.eb89fd814ec1.json.2bjc0sps

ID: 75967471

Label: z_openset

Sample length: 452ms

z_openset.1b627376_nohash_0_no.wav.2bj91m85.eb89fd814ec1.json.2bjc4vk6

ID: 75966816

Label: z_openset

Sample length: 399ms

stop.2b6405hq.454a3994b8cf.json.2bjbd361

ID: 75974342

Label: stop

Sample length: 968ms

z_openset.1f3bece8_nohash_0_seven.wav.2biqvupf.eb89fd814ec1.json.2bjbtcut

ID: 75968164

Label: z_openset

Sample length: 506ms

stop.2b640gb8.454a3994b8cf.json.2bjbcn45

ID: 75974770

Label: stop

Sample length: 968ms

z_openset.1a994c9f_nohash_1_one.wav.2bir2lcg.eb89fd814ec1.json.2bjc0ave

ID: 75967581

Label: z_openset

Sample length: 383ms

z_openset.0e17f595_nohash_0_nine.wav.2biqsijo.eb89fd814ec1.json.2bjbr3ek

ID: 75968671

Label: z_openset

Sample length: 545ms

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	464,436
No. of clones	507