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.2b645kd7.454a3994b8cf.json.2bjbgi1p.ingestion-7c8fd97d99-wkmzv

ID: 1020054646

Label: go

Sample length: 968ms

stop.2b63v2df.454a3994b8cf.json.2bjbc9tk.ingestion-7c8fd97d99-v2784

ID: 1020061803

Label: stop

Sample length: 968ms

stop.stop_18f8afd5_nohash_3.wav.23sfacj9.ingestion-6bc8b65f8c-vrv59.wav.24fgsh8d.ingestion-7455f94948-6jtv5.json.2bip2dvc.eb89fd814ec1.json.2bjbjach.ingestion-7c8fd97d99-wkmzv

ID: 1020053904

Label: stop

Sample length: 968ms

go.2b643v0r.454a3994b8cf.json.2bjbemsg.ingestion-7c8fd97d99-jwb2r

ID: 1020053372

Label: go

Sample length: 968ms

z_openset.3c8dc702_nohash_0.wav.2bir2466.eb89fd814ec1.json.2bjc3c0q.ingestion-7c8fd97d99-v2784

ID: 1020058458

Label: z_openset

Sample length: 730ms

go.2b6467cs.454a3994b8cf.json.2bjbhar5.ingestion-7c8fd97d99-v2784

ID: 1020061554

Label: go

Sample length: 968ms

stop.2b641e02.454a3994b8cf.json.2bjbe8tp.ingestion-7c8fd97d99-v2784

ID: 1020055835

Label: stop

Sample length: 968ms

z_openset.1a9afd33_nohash_0_nine.wav.2biqsjmk.eb89fd814ec1.json.2bjbrofg.ingestion-7c8fd97d99-jwb2r

ID: 1020057853

Label: z_openset

Sample length: 386ms

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

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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	466,608
No. of clones	86