Callyn / ChromaChords Public

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ChromaChords

Audio

About this project

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Data (600 samples)

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metal.00011

ID: 379760819

Label: metal

Sample length: 30s

classical.00007

ID: 379760519

Label: classical

Sample length: 30s

hiphop.00088

ID: 379760312

Label: hiphop

Sample length: 30s

disco.00061

ID: 379760659

Label: disco

Sample length: 30s

metal.00091

ID: 379760919

Label: metal

Sample length: 30s

disco.00089

ID: 379760627

Label: disco

Sample length: 30s

metal.00055

ID: 379761071

Label: metal

Sample length: 30s

metal.00074

ID: 379760914

Label: metal

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

77.5%

Test set

64.3%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

5.6K

Flash usage

28.6K

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Dataset summary

Data collected

4h 59m 48s

Sensor

audio @ 22.1KHz

Labels

classical, disco, hiphop, jazz, metal

Project info

Project ID	251605
Project version	2
License	Apache 2.0
No. of views	15,438
No. of clones	6