Shankar-16 / CLASSIFICATION OF DIFFERENT SPECIES Public

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CLASSIFICATION OF DIFFERENT SPECIES

Keyword spotting

About this project

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Data (27 samples)

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export (5).wav.24argc1p

ID: 73029963

Label: Cat

Sample length: 1m 23s

Recording (1) (mp3cut.net).wav.231o1bv4

ID: 73029969

Label: My Voice

Sample length: 2m 0s

Dog_Barking3.wav.22vt87lb

ID: 73029977

Label: Dog

Sample length: 16s

WhatsApp Audio 2021-04-12 at 4.43.51 PM (mp3cut.net).wav.231k3kb8

ID: 73029976

Label: Sista Voice

Sample length: 3m 32s

Dog_Barking5.wav.22vt89jn

ID: 73029978

Label: Dog

Sample length: 27s

WhatsApp Audio 2021-04-12 at 5.19.09 PM (mp3cut.net).wav.231k365f

ID: 73029974

Label: Sista Voice

Sample length: 2m 1s

Birds_Chirping2.wav.2304di7l

ID: 73029981

Label: Birds

Sample length: 1m 19s

dog-barking-0_gcl7RI8U.wav.247v715j

ID: 73029964

Label: Dog

Sample length: 7m 52s

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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Dataset summary

Data collected

46m 51s

Sensor

audio @ 44.1KHz

Labels

Birds, Cat, Dog, My Voice, Sista Voice

Project info

Project ID	25281
Project version	1
License	No license attached
No. of views	1,054
No. of clones	0