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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z_openset.0d90d8e1_nohash_3_eight.wav.2bir34it.eb89fd814ec1.json.2bjbvgsl

ID: 75967723

Label: z_openset

Sample length: 338ms

stop.stop_5ff3f9a1_nohash_0.wav.23sf9eah.ingestion-6bc8b65f8c-cfffs.wav.24fgs64u.ingestion-7455f94948-fsvzb.json.2bip2ao0.eb89fd814ec1.json.2bjbj53h

ID: 75970855

Label: stop

Sample length: 968ms

stop.2b640ejb.454a3994b8cf.json.2bjbcm4n

ID: 75974820

Label: stop

Sample length: 968ms

stop.2b640p7n.454a3994b8cf.json.2bjbcsb4

ID: 75974570

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.WasherDryer_4.wav.429000.wav.2biql91l.eb89fd814ec1.json.2bjbpu80

ID: 75968924

Label: z_openset

Sample length: 1s

go.2b644f6k.454a3994b8cf.json.2bjberso

ID: 75973051

Label: go

Sample length: 968ms

z_openset.1bb574f9_nohash_0.wav.2biqrmbv.eb89fd814ec1.json.2bjbn9q4

ID: 75969606

Label: z_openset

Sample length: 360ms

stop.2b63vi4g.454a3994b8cf.json.2bjbcegd

ID: 75975230

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	573,093
No. of clones	549