Supriya Nickam / Curated10secMFE Public

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Curated10secMFE

Audio

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Data (1,251 samples)

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Asian_Koel.25pkrtso

ID: 34581647

Label: Asian_Koel

Sample length: 10s

Asian_Koel.25pkr68m

ID: 34581799

Label: Asian_Koel

Sample length: 10s

Laughing_Kookaburra.25pkvi9m

ID: 34581173

Label: Laughing_Kookaburra

Sample length: 10s

Rose-ringed_Parakeet.25pkstj8

ID: 34581535

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pkvomt

ID: 34581131

Label: Laughing_Kookaburra

Sample length: 10s

Rose-ringed_Parakeet.25pksphk

ID: 34581557

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pkvmjk

ID: 34581147

Label: Laughing_Kookaburra

Sample length: 10s

Square_Tailed_Drongo.25pkudmk

ID: 34581318

Label: Square_Tailed_Drongo

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

96.1%

Test set

92.1%

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

Latency

648 ms.

Peak RAM usage

76.0K

Flash usage

34.9K

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Dataset summary

Data collected

3h 30m 13s

Sensor

audio @ 16KHz

Labels

Asian_Koel, Laughing_Kookaburra, _noise, Rose-ringed_Parakeet, Square_Tailed_Drongo

Project info

Project ID	32096
Project version	1
License	No license attached
No. of views	116,137
No. of clones	56