Tad McAllister / alarm-detection Public

Target: Cortex-M4F 80MHz Clone this project

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alarm-detection

Audio

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Data (28 samples)

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conversation.24jc69sq

ID: 28457040

Label: conversation

Sample length: 2s

System test 14-clean-16.wav.24jbe9kd

ID: 28457063

Label: fire-alarm

Sample length: 10s

background.24jboo18

ID: 28457057

Label: background

Sample length: 2s

fire alarm test at school2-clean-16.wav.24jbenke

ID: 28457061

Label: fire-alarm

Sample length: 10s

traffic.24jbt32e

ID: 28457046

Label: traffic

Sample length: 2s

conversation.24jc4s15

ID: 28457045

Label: conversation

Sample length: 2s

traffic.24jbtr2m

ID: 28457047

Label: traffic

Sample length: 2s

System Test 29-clean-16.wav.24jbeoaa

ID: 28457060

Label: fire-alarm

Sample length: 10s

Model accuracy, Time series data, Audio (Syntiant), Neural Network (Keras) (+syntiant block) (Unoptimized (float32))

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Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

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Dataset summary

Data collected

2m 36s

Sensor

audio @ 16KHz

Labels

background, conversation, fire-alarm, traffic

Project info

Project ID	29988
Project version	4
License	No license attached
No. of views	5,174
No. of clones	2