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.2b640c2k.454a3994b8cf.json.2bjbcl40

ID: 75974873

Label: stop

Sample length: 968ms

stop.2b63vbdb.454a3994b8cf.json.2bjbcbs9

ID: 75975381

Label: stop

Sample length: 968ms

z_openset.0a2b400e_nohash_3_two.wav.2bir4kc5.eb89fd814ec1.json.2bjbuk6e

ID: 75967914

Label: z_openset

Sample length: 365ms

go.2b643gkj.454a3994b8cf.json.2bjbdf8i

ID: 75973957

Label: go

Sample length: 968ms

stop.2b640g1a.454a3994b8cf.json.2bjbcn0r

ID: 75974782

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Babble_8.wav.162000.wav.2biqk0m4.eb89fd814ec1.json.2bjbm14l

ID: 75969949

Label: z_openset

Sample length: 1s

stop.stop_1c84a139_nohash_0.wav.23sf8fje.ingestion-6bc8b65f8c-86d4w.wav.24fgrtn5.ingestion-7455f94948-tfz5w.json.2bip27ol.eb89fd814ec1.json.2bjbiug8

ID: 75970925

Label: stop

Sample length: 968ms

z_openset.0d82fd99_nohash_1_no.wav.2bj91jk7.eb89fd814ec1.json.2bjc4d6l

ID: 75966921

Label: z_openset

Sample length: 405ms

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	444,626
No. of clones	490