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A newer version of the Gradio SDK is available:
4.42.0
β Ensure app.py audio input sounds like training data
β Use a huggingface transformer with the dataset
Verify that the training spectrogram matches the predict spectrogram
Count number of example misses in dataset loading
Verify windowing and jitter params in Song Dataset
Create an attention-based network
β Increase parameter count in network
Verify that labels really match what is on the music4dance site
β Read the Medium series about audio DL
double check _rectify_duration
β Filter out songs that have only one vote
β Download songs from Best Ballroom
β fix nan values
Try higher mels (224) and more ffts (2048)
Verify random sample of dataset outputs by hand.
Train with non music data and add a non music category
Add back class weights
Add back multi label classification