fuguochen / voice_controlling_leds-trybycfg Public

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voice_controlling_leds-trybycfg

Keyword spotting

About this project

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Data (6,030 samples)

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no.c661be6e_nohash_2

ID: 2281098712

Label: no

Sample length: 1s

yes.d9e9f554_nohash_0

ID: 2281102346

Label: yes

Sample length: 1s

noise.orig_train.Bus_1.wav.228000

ID: 2281103868

Label: noise

Sample length: 1s

noise.orig_train.Babble_2.wav.42000

ID: 2281103717

Label: noise

Sample length: 1s

yes.9448c397_nohash_2

ID: 2281101441

Label: yes

Sample length: 1s

unknown.742d6431_nohash_0

ID: 2281107319

Label: unknown

Sample length: 1s

unknown.3589bc72_nohash_0

ID: 2281106578

Label: unknown

Sample length: 1s

unknown.c7e02d9c_nohash_0

ID: 2281108287

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.1%

Test set

85.9%

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

Latency

182 ms.

Peak RAM usage

15.4K

Flash usage

33.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 39s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	794907
License	3-Clause BSD
No. of views	9,955
No. of clones	0