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.2b645j40.454a3994b8cf.json.2bjbgg88

ID: 75972072

Label: go

Sample length: 968ms

z_openset.1a073312_nohash_1.wav.2bir0r0r.eb89fd814ec1.json.2bjc0edd

ID: 75967560

Label: z_openset

Sample length: 420ms

stop.2b63vaak.454a3994b8cf.json.2bjbcbji

ID: 75975408

Label: stop

Sample length: 968ms

z_openset.0ea0e2f4_nohash_1_zero.wav.2biqv9tn.eb89fd814ec1.json.2bjbr6n3

ID: 75968657

Label: z_openset

Sample length: 799ms

go.go_0ac15fe9_nohash_1.wav.23scjukp.ingestion-6bc8b65f8c-vrv59.wav.24esavv0.ingestion-7455f94948-fsvzb.json.2bip1ccs.eb89fd814ec1.json.2bjbhi8c

ID: 75971501

Label: go

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_10.wav.251000.wav.2biqk91t.eb89fd814ec1.json.2bjbml9m

ID: 75969773

Label: z_openset

Sample length: 1s

go.2b645h14.454a3994b8cf.json.2bjbgefe

ID: 75972119

Label: go

Sample length: 968ms

stop.2b6410k6.454a3994b8cf.json.2bjbeb84

ID: 75973434

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

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	465,931
No. of clones	509