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_b308773d_nohash_1.wav.23scsj2l.ingestion-6bc8b65f8c-86d4w.wav.24esebif.ingestion-7455f94948-tfz5w.json.2bip1u80.eb89fd814ec1.json.2bjbifpb.ingestion-7c8fd97d99-wkmzv

ID: 1020057347

Label: go

Sample length: 968ms

z_openset.helloworld.jan5.wav.1ncrr7qm.ingestion-675cdb5cc7-tncpl.s14.json.2bj17faf.eb89fd814ec1.json.2bjc65us.ingestion-7c8fd97d99-v2784

ID: 1020059249

Label: z_openset

Sample length: 1s

go.2b6450u1.454a3994b8cf.json.2bjbfq10.ingestion-7c8fd97d99-jwb2r

ID: 1020060421

Label: go

Sample length: 968ms

stop.2b63uvfi.454a3994b8cf.json.2bjbc9kb.ingestion-7c8fd97d99-jwb2r

ID: 1020059631

Label: stop

Sample length: 968ms

stop.2b6403h2.454a3994b8cf.json.2bjbd1sn.ingestion-7c8fd97d99-wkmzv

ID: 1020052583

Label: stop

Sample length: 968ms

stop.2b641avg.454a3994b8cf.json.2bjbe4jt.ingestion-7c8fd97d99-v2784

ID: 1020054244

Label: stop

Sample length: 968ms

go.2b643jaj.454a3994b8cf.json.2bjbdif3.ingestion-7c8fd97d99-jwb2r

ID: 1020060532

Label: go

Sample length: 968ms

stop.2b640vqc.454a3994b8cf.json.2bjbe3fp.ingestion-7c8fd97d99-jwb2r

ID: 1020053839

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

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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	348,458
No. of clones	64