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.1ffd513b_nohash_0.wav.2biqrn7t.eb89fd814ec1.json.2bjbtivm

ID: 75968132

Label: z_openset

Sample length: 610ms

go.2b6465ok.454a3994b8cf.json.2bjbh9bf

ID: 75971646

Label: go

Sample length: 968ms

stop.2b640ka2.454a3994b8cf.json.2bjbcp64

ID: 75974682

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.AirConditioner_10.wav.71000.wav.2biqjr1t.eb89fd814ec1.json.2bjblj09

ID: 75970068

Label: z_openset

Sample length: 1s

stop.2b640cmb.454a3994b8cf.json.2bjbclj6

ID: 75974855

Label: stop

Sample length: 968ms

z_openset.1e02ffc5_nohash_4_six.wav.2bir1fbf.eb89fd814ec1.json.2bjc1vid

ID: 75967326

Label: z_openset

Sample length: 575ms

z_openset.0ff728b5_nohash_0.wav.2bir0b0h.eb89fd814ec1.json.2bjbrkqe

ID: 75968553

Label: z_openset

Sample length: 710ms

stop.2b640fdk.454a3994b8cf.json.2bjbcmk0

ID: 75974798

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	544,470
No. of clones	542