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Target: Cortex-M4F 80MHz Clone this project

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Music-Recon

Keyword spotting

About this project

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Data (200 samples)

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hiphop.00099

ID: 869951338

Label: hiphop

Sample length: 30s

hiphop.00047

ID: 869951232

Label: hiphop

Sample length: 30s

hiphop.00068

ID: 869951278

Label: hiphop

Sample length: 30s

hiphop.00038

ID: 869951218

Label: hiphop

Sample length: 31s

hiphop.00076

ID: 869951288

Label: hiphop

Sample length: 30s

hiphop.00052

ID: 869951242

Label: hiphop

Sample length: 30s

hiphop.00055

ID: 869951252

Label: hiphop

Sample length: 30s

hiphop.00062

ID: 869951268

Label: hiphop

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

83.2%

Test set

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

Latency

181 ms.

Peak RAM usage

13.5K

Flash usage

31.6K

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Dataset summary

Data collected

1h 39m 41s

Sensor

audio @ 22.1KHz

Labels

disco, hiphop, unknown

Project info

Project ID	365546
License	Apache 2.0
No. of views	26,091
No. of clones	1