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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stop.2b640d50.454a3994b8cf.json.2bjbclkh.ingestion-7c8fd97d99-wkmzv

ID: 1020054155

Label: stop

Sample length: 968ms

stop.2b641e2r.454a3994b8cf.json.2bjbe8tr.ingestion-7c8fd97d99-jwb2r

ID: 1020053712

Label: stop

Sample length: 968ms

go.2b644roi.454a3994b8cf.json.2bjbfar6.ingestion-7c8fd97d99-v2784

ID: 1020055363

Label: go

Sample length: 968ms

z_openset.noise.orig_train.CopyMachine_8.wav.153000.wav.2biqk7oh.eb89fd814ec1.json.2bjbmgno.ingestion-7c8fd97d99-jwb2r

ID: 1020057990

Label: z_openset

Sample length: 1s

z_openset.1b755c65_nohash_0.wav.2biqrm7h.eb89fd814ec1.json.2bjbn73g.ingestion-7c8fd97d99-jwb2r

ID: 1020054549

Label: z_openset

Sample length: 500ms

go.2b646784.454a3994b8cf.json.2bjbhh2c.ingestion-7c8fd97d99-v2784

ID: 1020053886

Label: go

Sample length: 968ms

z_openset.0d53e045_nohash_0_off.wav.2biqu847.eb89fd814ec1.json.2bjbqtdm.ingestion-7c8fd97d99-wkmzv

ID: 1020053671

Label: z_openset

Sample length: 321ms

go.go_9151f184_nohash_1.wav.23scq26l.ingestion-6bc8b65f8c-vrv59.wav.24escuck.ingestion-7455f94948-fsvzb.json.2bip1omp.eb89fd814ec1.json.2bjbi5jd.ingestion-7c8fd97d99-v2784

ID: 1020056415

Label: go

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	313,983
No. of clones	60