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

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Data (12,229 samples)

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stop.2b63vas9.454a3994b8cf.json.2bjbcbr4

ID: 75975394

Label: stop

Sample length: 968ms

stop.2b63ugfg.454a3994b8cf.json.2bjbc6cv

ID: 75975954

Label: stop

Sample length: 968ms

go.2b643jap.454a3994b8cf.json.2bjbdig9

ID: 75973906

Label: go

Sample length: 968ms

z_openset.3c6d55b3_nohash_1.wav.2bir3oii.eb89fd814ec1.json.2bjc3c0l

ID: 75967082

Label: z_openset

Sample length: 570ms

go.2b646ak4.454a3994b8cf.json.2bjbh1jo

ID: 75971780

Label: go

Sample length: 968ms

go.go_a2b16113_nohash_0.wav.23scr86b.ingestion-6bc8b65f8c-cfffs.wav.24esdjpo.ingestion-7455f94948-6jtv5.json.2bip1r74.eb89fd814ec1.json.2bjbiaku

ID: 75971176

Label: go

Sample length: 968ms

go.2b643jdi.454a3994b8cf.json.2bjbdifm

ID: 75973911

Label: go

Sample length: 968ms

stop.2b640apn.454a3994b8cf.json.2bjbckki

ID: 75974897

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

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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	563,965
No. of clones	546