Mukesh Sankhla / Audio_Data_Classification Public

Target: Cortex-M4F 80MHz Clone this project

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Audio_Data_Classification

Keyword spotting

About this project

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Data (132 samples)

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Gun42077.s5

ID: 2456226405

Label: Gun

Sample length: 1s

Gun65362.s5

ID: 2456226441

Label: Gun

Sample length: 1s

Noise73068.s3

ID: 2456225265

Label: Noice

Sample length: 1s

Chainsaw28242.s4

ID: 2460345306

Label: Chainsaw

Sample length: 1s

Noise26610.s7

ID: 2456225670

Label: Noice

Sample length: 1s

Chainsaw54368.s5

ID: 2460343349

Label: Chainsaw

Sample length: 1s

Gun80000.s8

ID: 2456226608

Label: Gun

Sample length: 1s

Chainsaw54368.s1

ID: 2460343329

Label: Chainsaw

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

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

Latency

157 ms.

Peak RAM usage

19.8K

Flash usage

32.0K

Run this model

On any device

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Dataset summary

Data collected

2m 21s

Sensor

audio @ 16KHz

Labels

Chainsaw, Gun, Noice

Project info

Project ID	850665
License	3-Clause BSD
No. of views	4,505
No. of clones	2