Edge Impulse Experts / Environment hearing aider Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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Environment hearing aider

Keyword spotting

About this project

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Data (1,549 samples)

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ambulance_firetruck-0014.s3

ID: 164676169

Label: ambulance_firetruck

Sample length: 1s

ambulance_firetruck-0026.s2

ID: 164676177

Label: ambulance_firetruck

Sample length: 1s

unknown-0239

ID: 164676002

Label: unknown

Sample length: 1s

ambulance_firetruck-0144.s3

ID: 164676507

Label: ambulance_firetruck

Sample length: 1s

ambulance_firetruck-0050.s2

ID: 164676250

Label: ambulance_firetruck

Sample length: 1s

unknown-0118

ID: 164676095

Label: unknown

Sample length: 1s

ambulance_firetruck-0051.s3

ID: 164676254

Label: ambulance_firetruck

Sample length: 1s

unknown-0419

ID: 164675856

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.6%

Test set

97.8%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

164 ms.

Peak RAM usage

3.9K

Flash usage

547.7K

Run this model

On any device

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Dataset summary

Data collected

25m 52s

Sensor

audio @ 16KHz

Labels

ambulance_firetruck, car_horn, unknown

Project info

Project ID	171255
Project version	2
License	Apache 2.0
No. of views	145,718
No. of clones	79