Syntiant / Syntiant-RC-Go-Stop-NDP120 Public

Target: Cortex-M4F 80MHz Clone this project

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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_a3502f15_nohash_3.wav.23scriaq.ingestion-6bc8b65f8c-cfffs.wav.24esdpko.ingestion-7455f94948-fsvzb.json.2bip1s28.eb89fd814ec1.json.2bjbib2d.ingestion-7c8fd97d99-jwb2r

ID: 1020054823

Label: go

Sample length: 968ms

z_openset.noise.orig_train.SqueakyChair_3.wav.7000.wav.2biqks9t.eb89fd814ec1.json.2bjbp09k.ingestion-7c8fd97d99-wkmzv

ID: 1020052936

Label: z_openset

Sample length: 1s

stop.stop_e20be42a_nohash_1.wav.23sfhcm0.ingestion-6bc8b65f8c-cfffs.wav.24fh12me.ingestion-7455f94948-fsvzb.json.2bip3407.eb89fd814ec1.json.2bjbkf1m.ingestion-7c8fd97d99-wkmzv

ID: 1020060831

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Babble_7.wav.38000.wav.2biqjvtn.eb89fd814ec1.json.2bjbluq3.ingestion-7c8fd97d99-jwb2r

ID: 1020058797

Label: z_openset

Sample length: 1s

stop.2b63vjt0.454a3994b8cf.json.2bjbceut.ingestion-7c8fd97d99-jwb2r

ID: 1020055974

Label: stop

Sample length: 968ms

z_openset.1b88bf70_nohash_0_one.wav.2bir2lqi.eb89fd814ec1.json.2bjc0osr.ingestion-7c8fd97d99-jwb2r

ID: 1020057034

Label: z_openset

Sample length: 537ms

z_openset.03cf93b1_nohash_0.wav.2biqrovc.eb89fd814ec1.json.2bjbugu1.ingestion-7c8fd97d99-wkmzv

ID: 1020057678

Label: z_openset

Sample length: 290ms

stop.2b63uqfn.454a3994b8cf.json.2bjbc8jr.ingestion-7c8fd97d99-jwb2r

ID: 1020053143

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

Run this model

On any device

Clone project

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	375,456
No. of clones	68