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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z_openset.01bcfc0c_nohash_2_eight.wav.2bir366j.eb89fd814ec1.json.2bjc15d1.ingestion-7c8fd97d99-v2784

ID: 1020058097

Label: z_openset

Sample length: 527ms

go.2b645bij.454a3994b8cf.json.2bjbg75e.ingestion-7c8fd97d99-wkmzv

ID: 1020057605

Label: go

Sample length: 968ms

z_openset.helloworld.jan5.wav.1ncrr7qm.ingestion-675cdb5cc7-tncpl.s7.json.2bj17f3d.eb89fd814ec1.json.2bjc65un.ingestion-7c8fd97d99-v2784

ID: 1020058357

Label: z_openset

Sample length: 1s

go.2b643arm.454a3994b8cf.json.2bjbdar6.ingestion-7c8fd97d99-v2784

ID: 1020060049

Label: go

Sample length: 968ms

z_openset.0e5193e6_nohash_0_three.wav.2bir4323.eb89fd814ec1.json.2bjbvk14.ingestion-7c8fd97d99-v2784

ID: 1020055459

Label: z_openset

Sample length: 358ms

go.go_28ed6bc9_nohash_2.wav.23scn0a0.ingestion-6bc8b65f8c-cfffs.wav.24esbl33.ingestion-7455f94948-fsvzb.json.2bip1ipp.eb89fd814ec1.json.2bjbhrh8.ingestion-7c8fd97d99-v2784

ID: 1020057296

Label: go

Sample length: 968ms

go.2b6456bo.454a3994b8cf.json.2bjbfu07.ingestion-7c8fd97d99-wkmzv

ID: 1020060166

Label: go

Sample length: 968ms

z_openset.helloworld.aurelien.wav.1ncrrdp9.ingestion-675cdb5cc7-8nx9w.s106.json.2bj17al1.eb89fd814ec1.json.2bjc5kkv.ingestion-7c8fd97d99-wkmzv

ID: 1020052664

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

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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	460,488
No. of clones	86