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

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop

Keyword spotting

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Data (12,229 samples)

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stop.2b640g7r.454a3994b8cf.json.2bjbcn48

ID: 75974771

Label: stop

Sample length: 968ms

z_openset.0b09edd3_nohash_0.wav.2bir0aop.eb89fd814ec1.json.2bjbqeqj

ID: 75968821

Label: z_openset

Sample length: 620ms

z_openset.0f3f64d5_nohash_0_six.wav.2bir1d76.eb89fd814ec1.json.2bjbvqam

ID: 75967682

Label: z_openset

Sample length: 482ms

go.2b644sjt.454a3994b8cf.json.2bjbfb60

ID: 75972757

Label: go

Sample length: 968ms

go.2b6451s8.454a3994b8cf.json.2bjbfqg7

ID: 75972491

Label: go

Sample length: 968ms

go.go_fb9d6d23_nohash_1.wav.23sd5rs4.ingestion-6bc8b65f8c-vrv59.wav.24esgqah.ingestion-7455f94948-fsvzb.json.2bip2637.eb89fd814ec1.json.2bjbir8g

ID: 75970960

Label: go

Sample length: 968ms

go.2b6452r8.454a3994b8cf.json.2bjbfrln

ID: 75972473

Label: go

Sample length: 968ms

go.2b644md5.454a3994b8cf.json.2bjbf477

ID: 75972889

Label: go

Sample length: 968ms

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	536,007
No. of clones	534