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.2b640d50.454a3994b8cf.json.2bjbclkh.ingestion-7c8fd97d99-wkmzv

ID: 1020054155

Label: stop

Sample length: 968ms

z_openset.02e85b60_nohash_0.wav.2biqs6ct.eb89fd814ec1.json.2bjbu4hl.ingestion-7c8fd97d99-wkmzv

ID: 1020057589

Label: z_openset

Sample length: 670ms

stop.2b63ulgk.454a3994b8cf.json.2bjbc7je.ingestion-7c8fd97d99-jwb2r

ID: 1020056486

Label: stop

Sample length: 968ms

stop.2b6406in.454a3994b8cf.json.2bjbd3qu.ingestion-7c8fd97d99-jwb2r

ID: 1020054251

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Babble_11.wav.56000.wav.2biqk1ej.eb89fd814ec1.json.2bjbm39t.ingestion-7c8fd97d99-v2784

ID: 1020053579

Label: z_openset

Sample length: 1s

stop.2b63vrob.454a3994b8cf.json.2bjbci9p.ingestion-7c8fd97d99-jwb2r

ID: 1020055736

Label: stop

Sample length: 968ms

stop.stop_fcb25a78_nohash_0.wav.23sfjtku.ingestion-6bc8b65f8c-cfffs.wav.24fh25i3.ingestion-7455f94948-6jtv5.json.2bip391o.eb89fd814ec1.json.2bjbkml6.ingestion-7c8fd97d99-wkmzv

ID: 1020058583

Label: stop

Sample length: 968ms

go.2b644sfe.454a3994b8cf.json.2bjbfasl.ingestion-7c8fd97d99-wkmzv

ID: 1020058722

Label: go

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

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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	418,840
No. of clones	80