Shankar-16 / CLASSIFICATION OF DIFFERENT SPECIES Public

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CLASSIFICATION OF DIFFERENT SPECIES

Keyword spotting

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Data (27 samples)

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Recording (3) (mp3cut.net).wav.231o1c1e

ID: 73029971

Label: My Voice

Sample length: 1m 50s

Dog_Barking4.wav.22vt86uc

ID: 73029979

Label: Dog

Sample length: 4s

birds.wav.247s7erh

ID: 73029972

Label: Birds

Sample length: 2m 31s

Recording (4) (mp3cut.net).wav.231o16e9

ID: 73029968

Label: My Voice

Sample length: 52s

Birds_Chirping4.wav.2304ea8b

ID: 73029982

Label: Birds

Sample length: 1m 22s

Birds_Chirping3.wav.2304di0n

ID: 73029980

Label: Birds

Sample length: 1m 5s

export (1).wav.24argdbi

ID: 73029962

Label: Cat

Sample length: 1m 57s

Dog_Barking3.wav.22vt87lb

ID: 73029977

Label: Dog

Sample length: 16s

Model accuracy (Unoptimized (float32))

Validation set

96.7%

Test set

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

Latency

187 ms.

Peak RAM usage

19.3K

Flash usage

35.1K

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On any device

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Dataset summary

Data collected

46m 51s

Sensor

audio @ 48KHz

Labels

Birds, Cat, Dog, My Voice, Sista Voice

Project info

Project ID	25281
Project version	1
License	No license attached
No. of views	579
No. of clones	0