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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z_openset.0c5027de_nohash_0_seven.wav.2biqvqte.eb89fd814ec1.json.2bjbqnem.ingestion-7c8fd97d99-v2784

ID: 1020059544

Label: z_openset

Sample length: 603ms

z_openset.3fb8c268_nohash_0.wav.2bir0udj.eb89fd814ec1.json.2bjc3kqq.ingestion-7c8fd97d99-wkmzv

ID: 1020054540

Label: z_openset

Sample length: 610ms

z_openset.1ed0b13d_nohash_0_one.wav.2bir2n4g.eb89fd814ec1.json.2bjc281l.ingestion-7c8fd97d99-wkmzv

ID: 1020061049

Label: z_openset

Sample length: 373ms

stop.2b63vbb4.454a3994b8cf.json.2bjbcbrn.ingestion-7c8fd97d99-jwb2r

ID: 1020054558

Label: stop

Sample length: 968ms

z_openset.2a1f4853_nohash_4_on.wav.2biquof1.eb89fd814ec1.json.2bjbtlr7.ingestion-7c8fd97d99-v2784

ID: 1020061932

Label: z_openset

Sample length: 420ms

go.2b645sfd.454a3994b8cf.json.2bjbgrre.ingestion-7c8fd97d99-jwb2r

ID: 1020055603

Label: go

Sample length: 968ms

stop.2b640lvn.454a3994b8cf.json.2bjbcqb1.ingestion-7c8fd97d99-jwb2r

ID: 1020054004

Label: stop

Sample length: 968ms

go.2b645meu.454a3994b8cf.json.2bjbgkbp.ingestion-7c8fd97d99-v2784

ID: 1020062138

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

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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	348,439
No. of clones	64