notes_model_definition.yaml

input_features:
    -
        name: audio_path
        type: audio
        encoder: stacked_cnn
        preprocessing:
            audio_feature:
                type: fbank
                window_length_in_s: 0.025
                window_shift_in_s: 0.01
                num_filter_bands: 80
            audio_file_length_limit_in_s: 1.0
            norm: per_file
        reduce_output: concat
        conv_layers:
            -
                num_filters: 16
                filter_size: 6
                pool_size: 4
                pool_stride: 4
                dropout: true
            -
                num_filters: 32
                filter_size: 3
                pool_size: 2
                pool_stride: 2
                dropout: true
        fc_layers:
            -
                fc_size: 64
                dropout: true

output_features:
    -
        name: label
        type: category

training:
    dropout_rate: 0.4
    early_stop: 10