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.2b645bi2.454a3994b8cf.json.2bjbg75c.ingestion-7c8fd97d99-jwb2r

ID: 1020060477

Label: go

Sample length: 968ms

stop.2b63ub8l.454a3994b8cf.json.2bjbc5lq.ingestion-7c8fd97d99-wkmzv

ID: 1020061741

Label: stop

Sample length: 1s

stop.stop_f2a90886_nohash_0.wav.23sfic62.ingestion-6bc8b65f8c-86d4w.wav.24fh1h8v.ingestion-7455f94948-fsvzb.json.2bip362s.eb89fd814ec1.json.2bjbkgm5.ingestion-7c8fd97d99-wkmzv

ID: 1020054308

Label: stop

Sample length: 968ms

z_openset.1b42b551_nohash_2_no.wav.2bj91m16.eb89fd814ec1.json.2bjc4ru7.ingestion-7c8fd97d99-v2784

ID: 1020054140

Label: z_openset

Sample length: 391ms

z_openset.2f0a410b_nohash_0.wav.2bir0elj.eb89fd814ec1.json.2bjbu7ic.ingestion-7c8fd97d99-jwb2r

ID: 1020061056

Label: z_openset

Sample length: 690ms

stop.stop_dc269564_nohash_0.wav.23sfh1q6.ingestion-6bc8b65f8c-vrv59.wav.24fh0o8s.ingestion-7455f94948-fsvzb.json.2bip32g4.eb89fd814ec1.json.2bjbkbkf.ingestion-7c8fd97d99-jwb2r

ID: 1020053048

Label: stop

Sample length: 968ms

stop.2b640sl0.454a3994b8cf.json.2bjbcunb.ingestion-7c8fd97d99-jwb2r

ID: 1020053814

Label: stop

Sample length: 968ms

go.go_b1edd209_nohash_0.wav.23scs4m3.ingestion-6bc8b65f8c-cfffs.wav.24ese1t5.ingestion-7455f94948-tfz5w.json.2bip1t0r.eb89fd814ec1.json.2bjbie76.ingestion-7c8fd97d99-wkmzv

ID: 1020059094

Label: go

Sample length: 968ms

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	423,949
No. of clones	81