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

Target: Cortex-M4F 80MHz Clone this project

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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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z_openset.0ea0e2f4_nohash_1_zero.wav.2biqv9tn.eb89fd814ec1.json.2bjbr6n3.ingestion-7c8fd97d99-wkmzv

ID: 1020058470

Label: z_openset

Sample length: 799ms

go.2b6431gn.454a3994b8cf.json.2bjbdqjl.ingestion-7c8fd97d99-jwb2r

ID: 1020058897

Label: go

Sample length: 968ms

go.2b6431pm.454a3994b8cf.json.2bjbdqiv.ingestion-7c8fd97d99-jwb2r

ID: 1020053415

Label: go

Sample length: 968ms

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

ID: 1020054251

Label: stop

Sample length: 968ms

stop.2b6419ce.454a3994b8cf.json.2bjbegr4.ingestion-7c8fd97d99-v2784

ID: 1020057703

Label: stop

Sample length: 968ms

go.2b644hse.454a3994b8cf.json.2bjbevbd.ingestion-7c8fd97d99-jwb2r

ID: 1020056012

Label: go

Sample length: 968ms

go.2b645igh.454a3994b8cf.json.2bjbgg8b.ingestion-7c8fd97d99-v2784

ID: 1020058230

Label: go

Sample length: 968ms

z_openset.1b4c9b89_nohash_4_six.wav.2bir1e4d.eb89fd814ec1.json.2bjc0kut.ingestion-7c8fd97d99-jwb2r

ID: 1020057319

Label: z_openset

Sample length: 941ms

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	392,882
No. of clones	80