Zalmotek / Illegal Logging Detection - TinyML Syntiant Public

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Illegal Logging Detection - TinyML Syntiant

Keyword spotting

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Data (3,163 samples)

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noise.orig_train.WasherDryer_4.wav.173000

ID: 123099376

Label: Z_Background

Sample length: 1s

unknown.a929f9b9_nohash_4

ID: 123100960

Label: Z_Background

Sample length: 1s

noise.orig_test.Typing_1.wav.161000

ID: 123100324

Label: Z_Background

Sample length: 1s

unknown.03cf93b1_nohash_0

ID: 123101633

Label: Z_Background

Sample length: 1s

unknown.2a0b413e_nohash_1

ID: 123101674

Label: Z_Background

Sample length: 1s

noise.orig_train.NeighborSpeaking_1.wav.13000

ID: 123099816

Label: Z_Background

Sample length: 1s

unknown.65f2531f_nohash_1

ID: 123101340

Label: Z_Background

Sample length: 1s

noise.orig_train.AirportAnnouncements_2.wav.103000

ID: 123100245

Label: Z_Background

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.8%

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

Latency

48 ms.

Peak RAM usage

3.8K

Flash usage

549.9K

Run this model

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Dataset summary

Data collected

52m 43s

Sensor

audio @ 16KHz

Labels

Chainsaw, Z_Background

Project info

Project ID	126774
Project version	1
License	No license attached
No. of views	264,962
No. of clones	139