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.2b643snl.454a3994b8cf.json.2bjbel8g.ingestion-7c8fd97d99-wkmzv

ID: 1020058906

Label: go

Sample length: 968ms

z_openset.0ba018fc_nohash_0_eight.wav.2bir33u5.eb89fd814ec1.json.2bjbv0sp.ingestion-7c8fd97d99-wkmzv

ID: 1020059418

Label: z_openset

Sample length: 425ms

stop.2b640tih.454a3994b8cf.json.2bjbcv94.ingestion-7c8fd97d99-wkmzv

ID: 1020058054

Label: stop

Sample length: 968ms

z_openset.2b3f509b_nohash_1.wav.2bir5qtp.eb89fd814ec1.json.2bjc2niq.ingestion-7c8fd97d99-jwb2r

ID: 1020060513

Label: z_openset

Sample length: 430ms

stop.stop_ef77b778_nohash_2.wav.23sfi73t.ingestion-6bc8b65f8c-86d4w.wav.24fh1fhn.ingestion-7455f94948-6jtv5.json.2bip35sh.eb89fd814ec1.json.2bjbkglm.ingestion-7c8fd97d99-jwb2r

ID: 1020057441

Label: stop

Sample length: 968ms

z_openset.1a892463_nohash_0.wav.2bir0r1o.eb89fd814ec1.json.2bjc0ejd.ingestion-7c8fd97d99-wkmzv

ID: 1020060243

Label: z_openset

Sample length: 710ms

go.2b643hd0.454a3994b8cf.json.2bjbdg3o.ingestion-7c8fd97d99-wkmzv

ID: 1020058594

Label: go

Sample length: 968ms

z_openset.3bc21161_nohash_0.wav.2bir0t5c.eb89fd814ec1.json.2bjc37ji.ingestion-7c8fd97d99-jwb2r

ID: 1020058849

Label: z_openset

Sample length: 360ms

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

Clone project

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	329,398
No. of clones	61