Tad McAllister / alarm-detection v4 Public

Target: Cortex-M4F 80MHz Clone this project

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alarm-detection v4

Audio

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Data (28 samples)

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traffic.24jbtb6t

ID: 45801011

Label: traffic

Sample length: 2s

conversation.24jc69sq

ID: 45801013

Label: conversation

Sample length: 2s

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

ID: 45801047

Label: fire-alarm

Sample length: 10s

traffic.24jbt32e

ID: 45801012

Label: traffic

Sample length: 2s

System Test 19-clean-16.wav.24jbejtr

ID: 45801039

Label: fire-alarm

Sample length: 10s

conversation.24jc5j1s

ID: 45801015

Label: conversation

Sample length: 2s

Simplex Truealert in 4002 Code 3-clean-16.wav.24jbei71

ID: 45801051

Label: fire-alarm

Sample length: 10s

conversation.24jc6h95

ID: 45801007

Label: conversation

Sample length: 2s

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	48208
Project version	1
License	No license attached
No. of views	12,657
No. of clones	27