Edge Impulse Inc. / Syntiant-RC-Go-Stop Public

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Syntiant-RC-Go-Stop

Keyword spotting

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Data (12,229 samples)

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z_openset.noise.orig_train.SqueakyChair_8.wav.3000.wav.2biqksvc.eb89fd814ec1.json.2bjbp30o

ID: 75969142

Label: z_openset

Sample length: 1s

go.2b644jem.454a3994b8cf.json.2bjbf0s7

ID: 75972962

Label: go

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_14.wav.13000.wav.2biqklcv.eb89fd814ec1.json.2bjboeb0

ID: 75969298

Label: z_openset

Sample length: 1s

z_openset.noise.orig_test.Babble_8.wav.8000.wav.2biqjihe.eb89fd814ec1.json.2bjbl176

ID: 75970220

Label: z_openset

Sample length: 1s

z_openset.noise.running_tap.wav.50000.wav.2biqlc4c.eb89fd814ec1.json.2bjbq3ve

ID: 75968902

Label: z_openset

Sample length: 1s

stop.2b64105r.454a3994b8cf.json.2bjbehnp

ID: 75973291

Label: stop

Sample length: 968ms

go.2b644fu8.454a3994b8cf.json.2bjbet56

ID: 75973035

Label: go

Sample length: 968ms

go.2b64484m.454a3994b8cf.json.2bjbg22n

ID: 75972336

Label: go

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	542,576
No. of clones	539