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.noise.orig_test.Neighbor_1.wav.20000.wav.2biqjkk7.eb89fd814ec1.json.2bjbl57r.ingestion-7c8fd97d99-jwb2r

ID: 1020057779

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Station_1.wav.169000.wav.2biqku1h.eb89fd814ec1.json.2bjbp396.ingestion-7c8fd97d99-wkmzv

ID: 1020056987

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Kitchen_1.wav.127000.wav.2biqkc5j.eb89fd814ec1.json.2bjbnofd.ingestion-7c8fd97d99-jwb2r

ID: 1020060217

Label: z_openset

Sample length: 1s

z_openset.1cbcc7a7_nohash_1.wav.2biqr63o.eb89fd814ec1.json.2bjbn9r2.ingestion-7c8fd97d99-jwb2r

ID: 1020061262

Label: z_openset

Sample length: 400ms

stop.2b640t1r.454a3994b8cf.json.2bjbcunp.ingestion-7c8fd97d99-jwb2r

ID: 1020056337

Label: stop

Sample length: 968ms

z_openset.2aec99ec_nohash_1.wav.2bir3n3t.eb89fd814ec1.json.2bjc2k97.ingestion-7c8fd97d99-v2784

ID: 1020057524

Label: z_openset

Sample length: 630ms

z_openset.noise.orig_train.Hallway_1.wav.131000.wav.2biqkauo.eb89fd814ec1.json.2bjbnm20.ingestion-7c8fd97d99-v2784

ID: 1020060482

Label: z_openset

Sample length: 1s

go.2b645s1u.454a3994b8cf.json.2bjbgrpr.ingestion-7c8fd97d99-wkmzv

ID: 1020055263

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	435,955
No. of clones	82