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.2b644avu.454a3994b8cf.json.2bjbeo23.ingestion-7c8fd97d99-v2784

ID: 1020061795

Label: go

Sample length: 968ms

stop.2b641196.454a3994b8cf.json.2bjbeki0.ingestion-7c8fd97d99-v2784

ID: 1020059873

Label: stop

Sample length: 968ms

go.2b644un8.454a3994b8cf.json.2bjbfe49.ingestion-7c8fd97d99-wkmzv

ID: 1020054367

Label: go

Sample length: 968ms

go.2b645uda.454a3994b8cf.json.2bjbgua6.ingestion-7c8fd97d99-jwb2r

ID: 1020057270

Label: go

Sample length: 968ms

stop.2b63vsg5.454a3994b8cf.json.2bjbcibj.ingestion-7c8fd97d99-jwb2r

ID: 1020056879

Label: stop

Sample length: 968ms

z_openset.helloworld.mathijs3.wav.1ncrr650.ingestion-675cdb5cc7-q6zp6.s17.json.2bj17id8.eb89fd814ec1.json.2bjc6l0n.ingestion-7c8fd97d99-v2784

ID: 1020052579

Label: z_openset

Sample length: 1s

go.2b645tcj.454a3994b8cf.json.2bjbgt68.ingestion-7c8fd97d99-wkmzv

ID: 1020056948

Label: go

Sample length: 968ms

stop.2b64072r.454a3994b8cf.json.2bjbd6a1.ingestion-7c8fd97d99-v2784

ID: 1020056482

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	385,348
No. of clones	75