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.noise.orig_train.AirportAnnouncements_9.wav.4000.wav.2biqjtjv.eb89fd814ec1.json.2bjblq1k.ingestion-7c8fd97d99-jwb2r

ID: 1020059719

Label: z_openset

Sample length: 1s

z_openset.1e9e6bdd_nohash_2_two.wav.2bir4o5l.eb89fd814ec1.json.2bjc1vja.ingestion-7c8fd97d99-v2784

ID: 1020053482

Label: z_openset

Sample length: 256ms

z_openset.1e9b215e_nohash_0_seven.wav.2biqvubf.eb89fd814ec1.json.2bjbt41h.ingestion-7c8fd97d99-wkmzv

ID: 1020056080

Label: z_openset

Sample length: 539ms

stop.2b64014c.454a3994b8cf.json.2bjbd5lt.ingestion-7c8fd97d99-wkmzv

ID: 1020058607

Label: stop

Sample length: 968ms

stop.2b640a2o.454a3994b8cf.json.2bjbck64.ingestion-7c8fd97d99-v2784

ID: 1020062021

Label: stop

Sample length: 968ms

z_openset.1ecfb537_nohash_3_on.wav.2biquo1l.eb89fd814ec1.json.2bjbta1l.ingestion-7c8fd97d99-wkmzv

ID: 1020054176

Label: z_openset

Sample length: 296ms

stop.stop_fa446c16_nohash_2.wav.23sfjlrv.ingestion-6bc8b65f8c-86d4w.wav.24fh21kv.ingestion-7455f94948-fsvzb.json.2bip38es.eb89fd814ec1.json.2bjbkkl6.ingestion-7c8fd97d99-wkmzv

ID: 1020062144

Label: stop

Sample length: 968ms

go.go_f0659908_nohash_2.wav.23sd55ib.ingestion-6bc8b65f8c-86d4w.wav.24esgkus.ingestion-7455f94948-fsvzb.json.2bip25hv.eb89fd814ec1.json.2bjbir7p.ingestion-7c8fd97d99-jwb2r

ID: 1020059373

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

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	341,512
No. of clones	62