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)

View all

z_openset.noise.orig_test.Munching_5.wav.49000.wav.2biqjk48.eb89fd814ec1.json.2bjbl380.ingestion-7c8fd97d99-jwb2r

ID: 1020052919

Label: z_openset

Sample length: 1s

stop.2b63upta.454a3994b8cf.json.2bjbc8ij.ingestion-7c8fd97d99-jwb2r

ID: 1020056973

Label: stop

Sample length: 968ms

z_openset.0a2b400e_nohash_1_zero.wav.2biqv878.eb89fd814ec1.json.2bjbq6rk.ingestion-7c8fd97d99-v2784

ID: 1020059003

Label: z_openset

Sample length: 413ms

z_openset.1f3e4139_nohash_0_seven.wav.2biqvurq.eb89fd814ec1.json.2bjbtfs5.ingestion-7c8fd97d99-wkmzv

ID: 1020061579

Label: z_openset

Sample length: 385ms

go.2b642vd2.454a3994b8cf.json.2bjbd9hn.ingestion-7c8fd97d99-jwb2r

ID: 1020057625

Label: go

Sample length: 968ms

go.2b643gmd.454a3994b8cf.json.2bjbdf8m.ingestion-7c8fd97d99-wkmzv

ID: 1020058063

Label: go

Sample length: 968ms

go.go_ea0cf37f_nohash_0.wav.23sd2ufu.ingestion-6bc8b65f8c-86d4w.wav.24esg3sp.ingestion-7455f94948-6jtv5.json.2bip23v9.eb89fd814ec1.json.2bjbio3p.ingestion-7c8fd97d99-v2784

ID: 1020060352

Label: go

Sample length: 968ms

z_openset.1a994c9f_nohash_1_no.wav.2bj91lcr.eb89fd814ec1.json.2bjc4o5h.ingestion-7c8fd97d99-jwb2r

ID: 1020055645

Label: z_openset

Sample length: 387ms

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	427,794
No. of clones	82