Syntiant / Syntiant-RC-Go-Stop-NDP120 Public

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Syntiant-RC-Go-Stop-NDP120

Keyword spotting

About this project

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Data (12,230 samples)

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stop.stop_2ce7534c_nohash_0.wav.23sf8mf6.ingestion-6bc8b65f8c-86d4w.wav.24fgrvd3.ingestion-7455f94948-6jtv5.json.2bip28ej.eb89fd814ec1.json.2bjbj05c.ingestion-7c8fd97d99-jwb2r

ID: 1020056885

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.AirConditioner_8.wav.2000.wav.2biqjq76.eb89fd814ec1.json.2bjblgjj.ingestion-7c8fd97d99-jwb2r

ID: 1020058706

Label: z_openset

Sample length: 1s

go.2b644tas.454a3994b8cf.json.2bjbfc52.ingestion-7c8fd97d99-wkmzv

ID: 1020053449

Label: go

Sample length: 968ms

stop.2b63vc90.454a3994b8cf.json.2bjbccb6.ingestion-7c8fd97d99-v2784

ID: 1020058204

Label: stop

Sample length: 968ms

stop.2b63vkfm.454a3994b8cf.json.2bjbcf9h.ingestion-7c8fd97d99-jwb2r

ID: 1020056452

Label: stop

Sample length: 968ms

stop.2b6409dq.454a3994b8cf.json.2bjbd51o.ingestion-7c8fd97d99-jwb2r

ID: 1020054604

Label: stop

Sample length: 968ms

z_openset.0ab3b47d_nohash_0.wav.2bir1vmr.eb89fd814ec1.json.2bjbun9f.ingestion-7c8fd97d99-v2784

ID: 1020053375

Label: z_openset

Sample length: 510ms

stop.2b64197v.454a3994b8cf.json.2bjbejpv.ingestion-7c8fd97d99-wkmzv

ID: 1020055433

Label: stop

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

92.6%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

39 ms.

Peak RAM usage

11.6K

Flash usage

43.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 54m 53s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	412552
License	Apache 2.0
No. of views	280,407
No. of clones	54