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

About this project

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Data (12,229 samples)

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go.go_4254621e_nohash_1.wav.23scqtnh.ingestion-6bc8b65f8c-cfffs.wav.24esddgu.ingestion-7455f94948-tfz5w.json.2bip1qfq.eb89fd814ec1.json.2bjbi908

ID: 75971192

Label: go

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_14.wav.13000.wav.2biqklcv.eb89fd814ec1.json.2bjboeb0

ID: 75969298

Label: z_openset

Sample length: 1s

z_openset.3a789a0d_nohash_0.wav.2bir3o5t.eb89fd814ec1.json.2bjc33lb

ID: 75967126

Label: z_openset

Sample length: 460ms

go.2b6468h6.454a3994b8cf.json.2bjbhc1k

ID: 75971597

Label: go

Sample length: 968ms

z_openset.1ecfb537_nohash_1_nine.wav.2biqslgj.eb89fd814ec1.json.2bjbt75u

ID: 75968211

Label: z_openset

Sample length: 460ms

z_openset.8e523821_nohash_0_yes.wav.2bj914ji.eb89fd814ec1.json.2bjc5h7n

ID: 75966714

Label: z_openset

Sample length: 428ms

go.go_99fad6a0_nohash_0.wav.23sco74f.ingestion-6bc8b65f8c-86d4w.wav.24esc390.ingestion-7455f94948-6jtv5.json.2bip1lco.eb89fd814ec1.json.2bjbi04a

ID: 75971312

Label: go

Sample length: 968ms

z_openset.helloworld.mathijs3.wav.1ncrr650.ingestion-675cdb5cc7-q6zp6.s6.json.2bj17hvj.eb89fd814ec1.json.2bjc6h8o

ID: 75966536

Label: z_openset

Sample length: 1s

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	517,777
No. of clones	525