Edge Impulse Inc. / Syntiant-RC-Go-Stop Public

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Syntiant-RC-Go-Stop

Keyword spotting

About this project

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Data (12,229 samples)

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z_openset.1eddce1d_nohash_2_two.wav.2bir4on8.eb89fd814ec1.json.2bjc2ceg

ID: 75967251

Label: z_openset

Sample length: 518ms

z_openset.noise.orig_train.Typing_8.wav.3000.wav.2biql1hc.eb89fd814ec1.json.2bjbpc4q

ID: 75969063

Label: z_openset

Sample length: 1s

stop.2b63uoa4.454a3994b8cf.json.2bjbc85n

ID: 75975760

Label: stop

Sample length: 968ms

stop.2b641cdd.454a3994b8cf.json.2bjbe6mr

ID: 75973507

Label: stop

Sample length: 968ms

go.go_743edf9d_nohash_0.wav.23scp5ro.ingestion-6bc8b65f8c-cfffs.wav.24escfvm.ingestion-7455f94948-fsvzb.json.2bip1mqh.eb89fd814ec1.json.2bjbi2k9

ID: 75971275

Label: go

Sample length: 968ms

z_openset.noise.orig_train.AirportAnnouncements_9.wav.59000.wav.2biqjtpd.eb89fd814ec1.json.2bjblq1t

ID: 75970000

Label: z_openset

Sample length: 1s

go.go_338a40d6_nohash_0.wav.23scolpu.ingestion-6bc8b65f8c-cfffs.wav.24esc8dt.ingestion-7455f94948-tfz5w.json.2bip1m11.eb89fd814ec1.json.2bjbi1ft

ID: 75971292

Label: go

Sample length: 968ms

z_openset.1df99a8a_nohash_0_no.wav.2bj91nds.eb89fd814ec1.json.2bjc56s3

ID: 75966772

Label: z_openset

Sample length: 346ms

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

96.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

25 ms.

Peak RAM usage

3.8K

Flash usage

550.1K

Run this model

On any device

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Dataset summary

Data collected

2h 54m 52s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	42868
Project version	2
License	BSD 3-Clause Clear
No. of views	419,722
No. of clones	476