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.2b645dmm.454a3994b8cf.json.2bjbg9lr.ingestion-7c8fd97d99-wkmzv

ID: 1020054719

Label: go

Sample length: 968ms

z_openset.0b7ee1a0_nohash_3_zero.wav.2biqv8d8.eb89fd814ec1.json.2bjbqc8m.ingestion-7c8fd97d99-jwb2r

ID: 1020054087

Label: z_openset

Sample length: 585ms

z_openset.0b7ee1a0_nohash_3_yes.wav.2bj90t8u.eb89fd814ec1.json.2bjc4614.ingestion-7c8fd97d99-v2784

ID: 1020057998

Label: z_openset

Sample length: 444ms

stop.2b63vq8h.454a3994b8cf.json.2bjbchgm.ingestion-7c8fd97d99-v2784

ID: 1020057871

Label: stop

Sample length: 968ms

stop.stop_85834399_nohash_0.wav.23sfe4co.ingestion-6bc8b65f8c-vrv59.wav.24fgujps.ingestion-7455f94948-tfz5w.json.2bip2oq9.eb89fd814ec1.json.2bjbjt20.ingestion-7c8fd97d99-wkmzv

ID: 1020052631

Label: stop

Sample length: 968ms

z_openset.0f7dc557_nohash_1_no.wav.2bj91kk1.eb89fd814ec1.json.2bjc4go1.ingestion-7c8fd97d99-jwb2r

ID: 1020054095

Label: z_openset

Sample length: 371ms

go.2b645cmk.454a3994b8cf.json.2bjbg8is.ingestion-7c8fd97d99-wkmzv

ID: 1020057145

Label: go

Sample length: 968ms

go.2b64699s.454a3994b8cf.json.2bjbhg9j.ingestion-7c8fd97d99-wkmzv

ID: 1020059250

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	303,596
No. of clones	59