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

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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.2b63vhpt.454a3994b8cf.json.2bjbce61.ingestion-7c8fd97d99-wkmzv

ID: 1020059724

Label: stop

Sample length: 968ms

z_openset.1c1060b1_nohash_0.wav.2biqr632.eb89fd814ec1.json.2bjbn9r1.ingestion-7c8fd97d99-jwb2r

ID: 1020053781

Label: z_openset

Sample length: 570ms

go.2b644ujl.454a3994b8cf.json.2bjbfdnp.ingestion-7c8fd97d99-wkmzv

ID: 1020061469

Label: go

Sample length: 968ms

z_openset.1b4c9b89_nohash_1_seven.wav.2biqvsue.eb89fd814ec1.json.2bjbs46c.ingestion-7c8fd97d99-jwb2r

ID: 1020059280

Label: z_openset

Sample length: 625ms

z_openset.0f7dc557_nohash_0.wav.2bir3l75.eb89fd814ec1.json.2bjbvqas.ingestion-7c8fd97d99-wkmzv

ID: 1020055162

Label: z_openset

Sample length: 440ms

stop.2b63us2d.454a3994b8cf.json.2bjbc8sr.ingestion-7c8fd97d99-wkmzv

ID: 1020057914

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.Hallway_1.wav.104000.wav.2biqkatl.eb89fd814ec1.json.2bjbnm20.ingestion-7c8fd97d99-wkmzv

ID: 1020059855

Label: z_openset

Sample length: 1s

stop.2b63vas4.454a3994b8cf.json.2bjbcbr2.ingestion-7c8fd97d99-wkmzv

ID: 1020059162

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

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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	406,715
No. of clones	80