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

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Syntiant-RC-Go-Stop-NDP120

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (12,230 samples)

View all

stop.stop_a1cff772_nohash_3.wav.23sfe8id.ingestion-6bc8b65f8c-vrv59.wav.24fgul80.ingestion-7455f94948-tfz5w.json.2bip2p3p.eb89fd814ec1.json.2bjbjv40.ingestion-7c8fd97d99-jwb2r

ID: 1020061906

Label: stop

Sample length: 968ms

go.2b644kin.454a3994b8cf.json.2bjbf23o.ingestion-7c8fd97d99-jwb2r

ID: 1020057213

Label: go

Sample length: 968ms

z_openset.noise.orig_train.AirportAnnouncements_2.wav.6000.wav.2biqjrf9.eb89fd814ec1.json.2bjblj0h.ingestion-7c8fd97d99-wkmzv

ID: 1020054543

Label: z_openset

Sample length: 1s

z_openset.noise.orig_train.CafeTeria_1.wav.12000.wav.2biqk3u5.eb89fd814ec1.json.2bjbm7pr.ingestion-7c8fd97d99-wkmzv

ID: 1020052624

Label: z_openset

Sample length: 1s

go.2b6468ic.454a3994b8cf.json.2bjbhcpj.ingestion-7c8fd97d99-jwb2r

ID: 1020052514

Label: go

Sample length: 968ms

z_openset.1c84a139_nohash_1_zero.wav.2biqvc0v.eb89fd814ec1.json.2bjbskqo.ingestion-7c8fd97d99-jwb2r

ID: 1020055387

Label: z_openset

Sample length: 529ms

go.2b643q7f.454a3994b8cf.json.2bjbdnok.ingestion-7c8fd97d99-wkmzv

ID: 1020059811

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Restaurant_1.wav.10000.wav.2biqknr6.eb89fd814ec1.json.2bjboltq.ingestion-7c8fd97d99-wkmzv

ID: 1020054381

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

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	318,934
No. of clones	60