a8d39d5144c12bbe6e1fe95cd11726e8edd2cb9d,models_zoo.py,,deepBach,#,7

Before Change

                                 name="lstm_right_" + str(stack_index)
                                 )(predictions_right)

    predictions = merge((predictions_left, predictions_center, predictions_right),
                        mode="concat")
    predictions = Dense(num_dense, activation="relu")(predictions)
    pitch_prediction = Dense(num_pitches, activation="softmax",
                             name="pitch_prediction")(predictions)

After Change

                            output_dim=num_dense, name="embedding_right")

    predictions_left = TimeDistributed(embedding_left)(concatenate([left_features, left_metas]))
    predictions_right = TimeDistributed(embedding_right)(concatenate([right_features, right_metas]))

    predictions_center = concatenate([central_features, central_metas])

Instances