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.1eddce1d_nohash_3_two.wav.2bir4ool.eb89fd814ec1.json.2bjc2ceh.ingestion-7c8fd97d99-jwb2r

ID: 1020053497

Label: z_openset

Sample length: 399ms

z_openset.01bb6a2a_nohash_0_yes.wav.2bj911l5.eb89fd814ec1.json.2bjc4vk7.ingestion-7c8fd97d99-jwb2r

ID: 1020053911

Label: z_openset

Sample length: 482ms

stop.stop_893705bb_nohash_3.wav.23sfdobk.ingestion-6bc8b65f8c-86d4w.wav.24fguc2l.ingestion-7455f94948-6jtv5.json.2bip2ntb.eb89fd814ec1.json.2bjbjt0m.ingestion-7c8fd97d99-jwb2r

ID: 1020054681

Label: stop

Sample length: 968ms

z_openset.1c6e5447_nohash_0.wav.2bir3ltp.eb89fd814ec1.json.2bjc15d0.ingestion-7c8fd97d99-jwb2r

ID: 1020059767

Label: z_openset

Sample length: 430ms

go.2b6461un.454a3994b8cf.json.2bjbh6jl.ingestion-7c8fd97d99-jwb2r

ID: 1020055401

Label: go

Sample length: 968ms

stop.2b640177.454a3994b8cf.json.2bjbd6u1.ingestion-7c8fd97d99-wkmzv

ID: 1020061625

Label: stop

Sample length: 968ms

go.2b642t04.454a3994b8cf.json.2bjbd873.ingestion-7c8fd97d99-v2784

ID: 1020060210

Label: go

Sample length: 1s

go.2b643rku.454a3994b8cf.json.2bjbdoph.ingestion-7c8fd97d99-jwb2r

ID: 1020053057

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

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	361,285
No. of clones	66