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.2b63vc3j.454a3994b8cf.json.2bjbccb0.ingestion-7c8fd97d99-wkmzv

ID: 1020055631

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_4.wav.22000.wav.2biqkhdg.eb89fd814ec1.json.2bjbo4de.ingestion-7c8fd97d99-v2784

ID: 1020061492

Label: z_openset

Sample length: 1s

stop.stop_0a2b400e_nohash_0.wav.23sf803k.ingestion-6bc8b65f8c-vrv59.wav.24fgrq1a.ingestion-7455f94948-tfz5w.json.2bip26n6.eb89fd814ec1.json.2bjbiss3.ingestion-7c8fd97d99-v2784

ID: 1020059042

Label: stop

Sample length: 968ms

go.2b644gj4.454a3994b8cf.json.2bjbetr9.ingestion-7c8fd97d99-jwb2r

ID: 1020061700

Label: go

Sample length: 968ms

stop.2b640il4.454a3994b8cf.json.2bjbcobe.ingestion-7c8fd97d99-wkmzv

ID: 1020059497

Label: stop

Sample length: 968ms

stop.2b6403nf.454a3994b8cf.json.2bjbd2fj.ingestion-7c8fd97d99-wkmzv

ID: 1020058106

Label: stop

Sample length: 968ms

go.2b645lir.454a3994b8cf.json.2bjbgj7r.ingestion-7c8fd97d99-v2784

ID: 1020057813

Label: go

Sample length: 968ms

go.2b644pd6.454a3994b8cf.json.2bjbf78v.ingestion-7c8fd97d99-v2784

ID: 1020053271

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

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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	435,952
No. of clones	82