Callyn / ChromaChords Public

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ChromaChords

Audio

About this project

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Data (600 samples)

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jazz.00008

ID: 379760096

Label: jazz

Sample length: 30s

hiphop.00069

ID: 379760419

Label: hiphop

Sample length: 30s

jazz.00063

ID: 379760165

Label: jazz

Sample length: 30s

metal.00025

ID: 379761383

Label: metal

Sample length: 30s

disco.00086

ID: 379760800

Label: disco

Sample length: 30s

classical.00040

ID: 379760581

Label: classical

Sample length: 30s

jazz.00097

ID: 379760168

Label: jazz

Sample length: 30s

classical.00055

ID: 379760570

Label: classical

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	10,652
No. of clones	6