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

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Syntiant-RC-Go-Stop

Keyword spotting

About this project

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Data (12,229 samples)

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z_openset.noise.orig_train.NeighborSpeaking_6.wav.107000.wav.2biqki4s.eb89fd814ec1.json.2bjbo6r0

ID: 75969354

Label: z_openset

Sample length: 1s

stop.stop_3cc595de_nohash_4.wav.23sf8v5p.ingestion-6bc8b65f8c-vrv59.wav.24fgs1kh.ingestion-7455f94948-tfz5w.json.2bip29b5.eb89fd814ec1.json.2bjbj1o8

ID: 75970887

Label: stop

Sample length: 968ms

stop.stop_bdee441c_nohash_3.wav.23sffo06.ingestion-6bc8b65f8c-vrv59.wav.24fgvlfi.ingestion-7455f94948-fsvzb.json.2bip2to1.eb89fd814ec1.json.2bjbk4vu

ID: 75970500

Label: stop

Sample length: 968ms

z_openset.0ff728b5_nohash_1_zero.wav.2biqvalu.eb89fd814ec1.json.2bjbrkqi

ID: 75968563

Label: z_openset

Sample length: 491ms

z_openset.1e4064b8_nohash_0.wav.2bir229e.eb89fd814ec1.json.2bjc1vja

ID: 75967306

Label: z_openset

Sample length: 540ms

z_openset.0d6d7360_nohash_2_three.wav.2bir42pk.eb89fd814ec1.json.2bjbvdle

ID: 75967751

Label: z_openset

Sample length: 403ms

stop.2b640eun.454a3994b8cf.json.2bjbcmid

ID: 75974803

Label: stop

Sample length: 968ms

go.2b64379l.454a3994b8cf.json.2bjbe1p5

ID: 75973595

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

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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	473,388
No. of clones	513