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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go.go_a1533da4_nohash_0.wav.23scrilg.ingestion-6bc8b65f8c-vrv59.wav.24esdpro.ingestion-7455f94948-tfz5w.json.2bip1s07.eb89fd814ec1.json.2bjbianf.ingestion-7c8fd97d99-jwb2r

ID: 1020056025

Label: go

Sample length: 968ms

stop.2b63vkc3.454a3994b8cf.json.2bjbcf39.ingestion-7c8fd97d99-v2784

ID: 1020056681

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Office_1.wav.205000.wav.2biqkm7i.eb89fd814ec1.json.2bjbogos.ingestion-7c8fd97d99-wkmzv

ID: 1020054314

Label: z_openset

Sample length: 1s

stop.2b6415h4.454a3994b8cf.json.2bjbeetu.ingestion-7c8fd97d99-jwb2r

ID: 1020057715

Label: stop

Sample length: 968ms

stop.2b63vu4t.454a3994b8cf.json.2bjbcj6k.ingestion-7c8fd97d99-wkmzv

ID: 1020057039

Label: stop

Sample length: 968ms

go.2b644po1.454a3994b8cf.json.2bjbf86l.ingestion-7c8fd97d99-v2784

ID: 1020061872

Label: go

Sample length: 968ms

stop.2b63vm0d.454a3994b8cf.json.2bjbcfn7.ingestion-7c8fd97d99-v2784

ID: 1020062112

Label: stop

Sample length: 968ms

z_openset.0e17f595_nohash_0_zero.wav.2biqv9m5.eb89fd814ec1.json.2bjbr6mc.ingestion-7c8fd97d99-wkmzv

ID: 1020057447

Label: z_openset

Sample length: 658ms

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	295,372
No. of clones	59