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.noise.orig_train.WasherDryer_4.wav.339000.wav.2biql8qg.eb89fd814ec1.json.2bjbpr5b.ingestion-7c8fd97d99-jwb2r

ID: 1020052700

Label: z_openset

Sample length: 1s

z_openset.2a0b413e_nohash_2.wav.2biqr702.eb89fd814ec1.json.2bjbnh0e.ingestion-7c8fd97d99-v2784

ID: 1020055581

Label: z_openset

Sample length: 530ms

stop.2b6411b9.454a3994b8cf.json.2bjbeblv.ingestion-7c8fd97d99-wkmzv

ID: 1020061474

Label: stop

Sample length: 968ms

z_openset.1a9afd33_nohash_1.wav.2biqs460.eb89fd814ec1.json.2bjbrofi.ingestion-7c8fd97d99-wkmzv

ID: 1020054062

Label: z_openset

Sample length: 440ms

z_openset.0d393936_nohash_0.wav.2biqr4ij.eb89fd814ec1.json.2bjbmso0.ingestion-7c8fd97d99-v2784

ID: 1020052932

Label: z_openset

Sample length: 520ms

stop.2b640fd3.454a3994b8cf.json.2bjbcmju.ingestion-7c8fd97d99-wkmzv

ID: 1020055764

Label: stop

Sample length: 968ms

z_openset.0e6e36c9_nohash_0_nine.wav.2biqsiie.eb89fd814ec1.json.2bjbr3e3.ingestion-7c8fd97d99-wkmzv

ID: 1020057880

Label: z_openset

Sample length: 474ms

go.2b6451c0.454a3994b8cf.json.2bjbfqcv.ingestion-7c8fd97d99-wkmzv

ID: 1020059884

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	314,020
No. of clones	60