import librosa ### Audio Hyperparameters ### sr = 44100 lf_params = { 'min_f': librosa.note_to_hz('c0'), 'max_f': 4100, 'bins_per_octave': 24, 'gamma': 20 } hf_params = { 'min_f': 4100, 'max_f': 16350, 'bins_per_octave': 96, 'gamma': 0 } ### Network Hyperparameters ### n_channels = 1 chunk_size = 512 frequency_bins = 192 batch_size = 32 learning_rate = 0.0001 epochs = 35 inference_batch_size = 4