Minh Nguyen / minh_nguy3n-project-1-v3 Public

Target: Cortex-M4F 80MHz Clone this project

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minh_nguy3n-project-1-v3

Keyword spotting

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Data (3,427 samples)

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noise.orig_train.NeighborSpeaking_6.wav.107000

ID: 980611882

Label: noise

Sample length: 1s

noise.orig_test.Babble_1.wav.47000

ID: 980611538

Label: noise

Sample length: 1s

noise.orig_train.AirportAnnouncements_8.wav.11000

ID: 980612934

Label: noise

Sample length: 1s

Milan.4tom5kqb.s7

ID: 983686008

Label: Milan

Sample length: 1s

noise.orig_train.Traffic_1.wav.195000

ID: 980600227

Label: noise

Sample length: 1s

Turku-02.s10

ID: 980611681

Label: Turku

Sample length: 740ms

Turku.4tlljvdc.s20

ID: 983684517

Label: Turku

Sample length: 1s

Turku.4tlljvdc.s8

ID: 983684498

Label: Turku

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.4%

Test set

97.2%

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

Latency

28 ms.

Peak RAM usage

7.3K

Flash usage

68.0K

Run this model

On any device

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Dataset summary

Data collected

53m 34s

Sensor

audio @ 16KHz

Labels

Milan, noise, Turku, unknown, weather

Project info

Project ID	397501
License	Apache 2.0
No. of views	9
No. of clones	0