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.2b64138i.454a3994b8cf.json.2bjbeilg.ingestion-7c8fd97d99-wkmzv

ID: 1020059222

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_12.wav.22000.wav.2biqkl0i.eb89fd814ec1.json.2bjboeau.ingestion-7c8fd97d99-jwb2r

ID: 1020057933

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Munching_8.wav.8000.wav.2biqkg0k.eb89fd814ec1.json.2bjbo241.ingestion-7c8fd97d99-jwb2r

ID: 1020055136

Label: z_openset

Sample length: 1s

stop.2b640ej5.454a3994b8cf.json.2bjbcm4l.ingestion-7c8fd97d99-jwb2r

ID: 1020057892

Label: stop

Sample length: 968ms

z_openset.0d90d8e1_nohash_1_six.wav.2bir1co9.eb89fd814ec1.json.2bjbvgsh.ingestion-7c8fd97d99-jwb2r

ID: 1020059301

Label: z_openset

Sample length: 589ms

z_openset.helloworld.aurelien.wav.1ncrrdp9.ingestion-675cdb5cc7-8nx9w.s109.json.2bj17amn.eb89fd814ec1.json.2bjc5kl1.ingestion-7c8fd97d99-wkmzv

ID: 1020055983

Label: z_openset

Sample length: 1s

go.go_f5e44d34_nohash_0.wav.23sd43n4.ingestion-6bc8b65f8c-vrv59.wav.24esgchf.ingestion-7455f94948-fsvzb.json.2bip24ra.eb89fd814ec1.json.2bjbipl3.ingestion-7c8fd97d99-v2784

ID: 1020055304

Label: go

Sample length: 968ms

z_openset.helloworld.1ncrfnai.ingestion-675cdb5cc7-8nx9w.s1.json.2bj176pl.eb89fd814ec1.json.2bjc3kpv.ingestion-7c8fd97d99-v2784

ID: 1020060874

Label: z_openset

Sample length: 1s

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	341,520
No. of clones	62