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.2b6467vt.454a3994b8cf.json.2bjbhbn0.ingestion-7c8fd97d99-jwb2r

ID: 1020059358

Label: go

Sample length: 968ms

go.2b6444ms.454a3994b8cf.json.2bjbflqg.ingestion-7c8fd97d99-jwb2r

ID: 1020053217

Label: go

Sample length: 968ms

z_openset.1bb574f9_nohash_1_no.wav.2bj91mi6.eb89fd814ec1.json.2bjc4vkf.ingestion-7c8fd97d99-wkmzv

ID: 1020062135

Label: z_openset

Sample length: 442ms

z_openset.8a28231e_nohash_1_yes.wav.2bj91366.eb89fd814ec1.json.2bjc5abv.ingestion-7c8fd97d99-jwb2r

ID: 1020052816

Label: z_openset

Sample length: 534ms

go.2b643jt4.454a3994b8cf.json.2bjbdipe.ingestion-7c8fd97d99-jwb2r

ID: 1020058473

Label: go

Sample length: 968ms

z_openset.noise.orig_train.AirConditioner_7.wav.65000.wav.2biqjpok.eb89fd814ec1.json.2bjblec1.ingestion-7c8fd97d99-jwb2r

ID: 1020060798

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.NeighborSpeaking_6.wav.96000.wav.2biqki4h.eb89fd814ec1.json.2bjbo6qt.ingestion-7c8fd97d99-v2784

ID: 1020053626

Label: z_openset

Sample length: 1s

stop.2b640umi.454a3994b8cf.json.2bjbcvtn.ingestion-7c8fd97d99-wkmzv

ID: 1020061990

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	460,489
No. of clones	86