Genre originality of Shitao’s album “After Tao Yuanming poetry”

Evaluation of Album Effect for Feature Selection in Music Genre Recognition

With an increasing number of available music characteristics, feature selection becomes more important for various categorisation tasks, helping to identify relevant features and remove irrelevant and redundant ones. Another advantage is the decrease of runtime and storage demands. However, sometimes feature selection may lead to “overoptimisation” when data in the optimisation set is too diffe...

Declaration of Originality

Genre Classification of Spotify Songs using Lyrics, Audio Previews, and Album Artwork

This paper is an attempt to attack the problem of genre classification of music from a variety of angles. Three different types of data (song previews, album artwork, and lyrics) are used to train three models (a Recurrent Neural Network, k-Nearest Neighbors, and Naive Bayes, respectively) and the outputs of the three are again combined to classify a given song. The combined model was able to a...

Certificate of Originality

Low-density parity-check (LDPC) codes can be applied to many different types of communication systems such as video broadcasting and satellite communications. However, the performance of the codes in practice may deviate a lot from the theoretical limits, achievable only by codes with infinite length. In this thesis, we will conduct a detailed investigation on the performance of short-length LD...

Digital Originality

This Article examines the doctrine of originality in U.S. copyright law and proposes a reconfigured, three-part test that can better analyze issues of first impression involving works created with new digital technologies. The proposed test, encapsulated by the concept of digital originality, provides much needed guidance to courts to address the increasing complexities of digital creations in ...