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.1ffd513b_nohash_0.wav.2biqrn7t.eb89fd814ec1.json.2bjbtivm.ingestion-7c8fd97d99-jwb2r

ID: 1020058697

Label: z_openset

Sample length: 610ms

stop.2b63uiq3.454a3994b8cf.json.2bjbc6sr.ingestion-7c8fd97d99-wkmzv

ID: 1020058651

Label: stop

Sample length: 968ms

stop.2b63vhpo.454a3994b8cf.json.2bjbce5v.ingestion-7c8fd97d99-jwb2r

ID: 1020054401

Label: stop

Sample length: 968ms

z_openset.noise.orig_test.Munching_2.wav.17000.wav.2biqjj88.eb89fd814ec1.json.2bjbl16k.ingestion-7c8fd97d99-v2784

ID: 1020058880

Label: z_openset

Sample length: 1s

z_openset.3ae5c04f_nohash_0.wav.2biqr8cd.eb89fd814ec1.json.2bjbnjgt.ingestion-7c8fd97d99-wkmzv

ID: 1020056074

Label: z_openset

Sample length: 590ms

stop.2b640am0.454a3994b8cf.json.2bjbck6o.ingestion-7c8fd97d99-wkmzv

ID: 1020055484

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_7.wav.41000.wav.2biqk73l.eb89fd814ec1.json.2bjbmegm.ingestion-7c8fd97d99-jwb2r

ID: 1020058775

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Babble_1.wav.43000.wav.2biqjuap.eb89fd814ec1.json.2bjblq1n.ingestion-7c8fd97d99-jwb2r

ID: 1020060847

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	435,626
No. of clones	82