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.0ea9c8ce_nohash_4_off.wav.2biqu8of.eb89fd814ec1.json.2bjbr9gd

ID: 75968641

Label: z_openset

Sample length: 289ms

stop.2b640m96.454a3994b8cf.json.2bjbcqbc

ID: 75974634

Label: stop

Sample length: 968ms

z_openset.helloworld.mathijs2.wav.1ncrr8ab.ingestion-675cdb5cc7-tncpl.s2.json.2bj17gre.eb89fd814ec1.json.2bjc6d32

ID: 75966558

Label: z_openset

Sample length: 1s

stop.stop_7be9f58a_nohash_0.wav.23sf9le6.ingestion-6bc8b65f8c-vrv59.wav.24fgs8cn.ingestion-7455f94948-fsvzb.json.2bip2bkc.eb89fd814ec1.json.2bjbj6np

ID: 75970820

Label: stop

Sample length: 968ms

z_openset.1a4259c3_nohash_1_one.wav.2bir2ld3.eb89fd814ec1.json.2bjc0b03

ID: 75967565

Label: z_openset

Sample length: 333ms

go.2b645mdu.454a3994b8cf.json.2bjbgkc9

ID: 75972000

Label: go

Sample length: 968ms

stop.2b640anc.454a3994b8cf.json.2bjbckih

ID: 75974900

Label: stop

Sample length: 968ms

stop.stop_ac4b3fc3_nohash_0.wav.23sfeq2j.ingestion-6bc8b65f8c-vrv59.wav.24fgv08j.ingestion-7455f94948-tfz5w.json.2bip2qrp.eb89fd814ec1.json.2bjbk12g

ID: 75970548

Label: stop

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

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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	524,274
No. of clones	526