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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stop.2b63vi4b.454a3994b8cf.json.2bjbcega.ingestion-7c8fd97d99-v2784

ID: 1020052547

Label: stop

Sample length: 968ms

go.go_bd76a7fd_nohash_1.wav.23scsq6h.ingestion-6bc8b65f8c-86d4w.wav.24eseftv.ingestion-7455f94948-tfz5w.json.2bip1upb.eb89fd814ec1.json.2bjbifq0.ingestion-7c8fd97d99-v2784

ID: 1020057570

Label: go

Sample length: 968ms

go.go_f953e1af_nohash_1.wav.23sd4tpt.ingestion-6bc8b65f8c-cfffs.wav.24esghno.ingestion-7455f94948-6jtv5.json.2bip2595.eb89fd814ec1.json.2bjbir79.ingestion-7c8fd97d99-jwb2r

ID: 1020054900

Label: go

Sample length: 968ms

go.2b6432l5.454a3994b8cf.json.2bjbdql0.ingestion-7c8fd97d99-wkmzv

ID: 1020061645

Label: go

Sample length: 968ms

go.2b644ek2.454a3994b8cf.json.2bjberp0.ingestion-7c8fd97d99-v2784

ID: 1020061619

Label: go

Sample length: 968ms

stop.2b6412mo.454a3994b8cf.json.2bjbecq9.ingestion-7c8fd97d99-v2784

ID: 1020054781

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.AirportAnnouncements_5.wav.85000.wav.2biqjssi.eb89fd814ec1.json.2bjblnfm.ingestion-7c8fd97d99-v2784

ID: 1020056020

Label: z_openset

Sample length: 1s

stop.2b64035c.454a3994b8cf.json.2bjbd5s4.ingestion-7c8fd97d99-v2784

ID: 1020058980

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

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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	392,891
No. of clones	80