as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
suggest an algorithm to classify musical composition as romantic or modern.
user
one possible algorithm for classifying musical compositions as 'romantic' or 'modern' could rely on audio features such as tempo, loudness, and harmony. the algorithm could be trained on a dataset of labeled compositions, and then be used to classify unknown compositions. to ensure accuracy, it may be necessary to use a combination of multiple audio features. additionally, it may be beneficial to use a convolutional neural network (cnn) with the labeled data, as cnns are widely used for image and audio classification.
assistant