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.0f250098_nohash_1.wav.2biqrlnh.eb89fd814ec1.json.2bjbn1mi.ingestion-7c8fd97d99-v2784

ID: 1020056180

Label: z_openset

Sample length: 450ms

stop.2b640k0u.454a3994b8cf.json.2bjbcp5h.ingestion-7c8fd97d99-v2784

ID: 1020056185

Label: stop

Sample length: 968ms

go.2b646brp.454a3994b8cf.json.2bjbh3va.ingestion-7c8fd97d99-v2784

ID: 1020060089

Label: go

Sample length: 968ms

z_openset.noise.orig_train.VacuumCleaner_8.wav.81000.wav.2biql4ai.eb89fd814ec1.json.2bjbpijk.ingestion-7c8fd97d99-jwb2r

ID: 1020059212

Label: z_openset

Sample length: 1s

stop.2b640gu1.454a3994b8cf.json.2bjbcnl5.ingestion-7c8fd97d99-wkmzv

ID: 1020055546

Label: stop

Sample length: 968ms

z_openset.noise.orig_test.AirportAnnouncements_2.wav.20000.wav.2biqjg77.eb89fd814ec1.json.2bjbkqnk.ingestion-7c8fd97d99-v2784

ID: 1020053379

Label: z_openset

Sample length: 1s

go.2b64390a.454a3994b8cf.json.2bjbe1o6.ingestion-7c8fd97d99-wkmzv

ID: 1020057818

Label: go

Sample length: 968ms

z_openset.helloworld.jan5.wav.1ncrr7qm.ingestion-675cdb5cc7-tncpl.s14.json.2bj17faf.eb89fd814ec1.json.2bjc65us.ingestion-7c8fd97d99-v2784

ID: 1020059249

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

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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	448,686
No. of clones	84