Carlos / YesNo Public

Target: Cortex-M4F 80MHz Clone this project

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YesNo

Keyword spotting

About this project

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Data (6,016 samples)

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unknown.61e2f74f_nohash_1

ID: 143089425

Label: unknown

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.38000

ID: 143087512

Label: noise

Sample length: 1s

no.5236848b_nohash_0

ID: 143091772

Label: no

Sample length: 1s

noise.orig_train.NeighborSpeaking_1.wav.13000

ID: 143087939

Label: noise

Sample length: 1s

noise.orig_train.Station_1.wav.287000

ID: 143087684

Label: noise

Sample length: 1s

unknown.00176480_nohash_0

ID: 143089866

Label: unknown

Sample length: 1s

unknown.19f9c115_nohash_0

ID: 143089767

Label: unknown

Sample length: 1s

yes.e3e0f145_nohash_4

ID: 143089968

Label: yes

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.8%

Test set

85.2%

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

Latency

178 ms.

Peak RAM usage

16.8K

Flash usage

30.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 16s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	146769
Project version	1
License	Apache 2.0
No. of views	134,630
No. of clones	2