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.go_f21893dc_nohash_0.wav.23sd50h0.ingestion-6bc8b65f8c-vrv59.wav.24esgjgt.ingestion-7455f94948-tfz5w.json.2bip259u.eb89fd814ec1.json.2bjbir7d.ingestion-7c8fd97d99-jwb2r

ID: 1020062116

Label: go

Sample length: 968ms

stop.stop_616420be_nohash_2.wav.23sfdmra.ingestion-6bc8b65f8c-vrv59.wav.24fguale.ingestion-7455f94948-fsvzb.json.2bip2njr.eb89fd814ec1.json.2bjbjr3a.ingestion-7c8fd97d99-v2784

ID: 1020056392

Label: stop

Sample length: 968ms

stop.2b6414u3.454a3994b8cf.json.2bjbeeoc.ingestion-7c8fd97d99-jwb2r

ID: 1020058779

Label: stop

Sample length: 968ms

z_openset.helloworld.mauricio5.wav.1ncrqtcj.ingestion-675cdb5cc7-tncpl.s4.json.2bj17n3i.eb89fd814ec1.json.2bjc76he.ingestion-7c8fd97d99-jwb2r

ID: 1020061503

Label: z_openset

Sample length: 1s

stop.2b640ah8.454a3994b8cf.json.2bjbck6b.ingestion-7c8fd97d99-v2784

ID: 1020057259

Label: stop

Sample length: 968ms

stop.stop_211b928a_nohash_1.wav.23sfbivg.ingestion-6bc8b65f8c-cfffs.wav.24fgt66n.ingestion-7455f94948-tfz5w.json.2bip2i73.eb89fd814ec1.json.2bjbjhsd.ingestion-7c8fd97d99-jwb2r

ID: 1020057884

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.WasherDryer_2.wav.159000.wav.2biql5rg.eb89fd814ec1.json.2bjbplb2.ingestion-7c8fd97d99-v2784

ID: 1020054995

Label: z_openset

Sample length: 1s

stop.2b63uu90.454a3994b8cf.json.2bjbc9bv.ingestion-7c8fd97d99-wkmzv

ID: 1020057995

Label: stop

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	449,186
No. of clones	84