Mukesh Sankhla / Audio_Data_Classification Public

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Audio_Data_Classification

Keyword spotting

About this project

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Data (132 samples)

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Gun42077.s6

ID: 2456226406

Label: Gun

Sample length: 1s

Gun21610.s5

ID: 2456226477

Label: Gun

Sample length: 1s

Chainsaw28242.s6

ID: 2460345310

Label: Chainsaw

Sample length: 1s

Gun80000.s1

ID: 2456226601

Label: Gun

Sample length: 1s

Chainsaw28242.s8

ID: 2460345312

Label: Chainsaw

Sample length: 1s

Noise70841.s8

ID: 2456225969

Label: Noice

Sample length: 1s

Chainsaw72328.s9

ID: 2460346564

Label: Chainsaw

Sample length: 1s

Gun21375.s4

ID: 2456226526

Label: Gun

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

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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	5,200
No. of clones	2