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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noise.orig_train.NeighborSpeaking_1.wav.13000

ID: 143087939

Label: noise

Sample length: 1s

unknown.23da904f_nohash_3

ID: 143089724

Label: unknown

Sample length: 1s

noise.orig_train.Cafe_1.wav.63000

ID: 143088179

Label: noise

Sample length: 1s

unknown.4fd1443e_nohash_2

ID: 143089502

Label: unknown

Sample length: 1s

noise.orig_train.Babble_8.wav.141000

ID: 143088260

Label: noise

Sample length: 1s

noise.orig_train.Restaurant_1.wav.139000

ID: 143087799

Label: noise

Sample length: 1s

yes.ce49cb60_nohash_0

ID: 143090781

Label: yes

Sample length: 1s

yes.10c6d873_nohash_0

ID: 143090613

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	156,094
No. of clones	4