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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stop.2b63uhd7.454a3994b8cf.json.2bjbc6je

ID: 75975933

Label: stop

Sample length: 968ms

stop.2b640vqc.454a3994b8cf.json.2bjbe3fp

ID: 75973561

Label: stop

Sample length: 968ms

z_openset.2aec99ec_nohash_1.wav.2bir3n3t.eb89fd814ec1.json.2bjc2k97

ID: 75967204

Label: z_openset

Sample length: 630ms

z_openset.0c2d2ffa_nohash_1_four.wav.2biqp6pm.eb89fd814ec1.json.2bjbmq4f

ID: 75969726

Label: z_openset

Sample length: 379ms

z_openset.noise.orig_test.Typing_1.wav.20000.wav.2biqjn7g.eb89fd814ec1.json.2bjbl9om

ID: 75970142

Label: z_openset

Sample length: 1s

stop.2b641c59.454a3994b8cf.json.2bjbe6mr

ID: 75973504

Label: stop

Sample length: 968ms

z_openset.noise.orig_test.Babble_4.wav.70000.wav.2biqjhpt.eb89fd814ec1.json.2bjbkv28

ID: 75970239

Label: z_openset

Sample length: 1s

go.go_3250c035_nohash_0.wav.23scpl0a.ingestion-6bc8b65f8c-cfffs.wav.24escmsn.ingestion-7455f94948-tfz5w.json.2bip1nnb.eb89fd814ec1.json.2bjbi449

ID: 75971259

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

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	484,817
No. of clones	515