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.2b645lra.454a3994b8cf.json.2bjbgkaq.ingestion-7c8fd97d99-v2784

ID: 1020052813

Label: go

Sample length: 968ms

stop.2b63vtmn.454a3994b8cf.json.2bjbcips.ingestion-7c8fd97d99-v2784

ID: 1020059425

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.AirportAnnouncements_2.wav.147000.wav.2biqjrv8.eb89fd814ec1.json.2bjblj0m.ingestion-7c8fd97d99-jwb2r

ID: 1020059225

Label: z_openset

Sample length: 1s

z_openset.helloworld.aurelien.wav.1ncrrdp9.ingestion-675cdb5cc7-8nx9w.s5.json.2bj17722.eb89fd814ec1.json.2bjc3oh6.ingestion-7c8fd97d99-jwb2r

ID: 1020056810

Label: z_openset

Sample length: 1s

z_openset.helloworld.aurelien.wav.1ncrrdp9.ingestion-675cdb5cc7-8nx9w.s92.json.2bj17a50.eb89fd814ec1.json.2bjc42be.ingestion-7c8fd97d99-wkmzv

ID: 1020059270

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.Munching_9.wav.13000.wav.2biqkg6v.eb89fd814ec1.json.2bjbo248.ingestion-7c8fd97d99-jwb2r

ID: 1020056576

Label: z_openset

Sample length: 1s

stop.2b640bsa.454a3994b8cf.json.2bjbcl3s.ingestion-7c8fd97d99-jwb2r

ID: 1020053558

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_10.wav.165000.wav.2biqkkku.eb89fd814ec1.json.2bjboear.ingestion-7c8fd97d99-jwb2r

ID: 1020061201

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	427,792
No. of clones	82