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Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning
In this paper, we present a collaborative line-level lyric generation system that utilizes transfer-learning via the T5 transformer model, which, till date, has not been used to generate pop lyrics.
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning
The task of classifying emotions within a musical track has received widespread attention within the Music Information Retrieval (MIR) community.
Shimon the Robot Film Composer and DeepScore: An LSTM for Generation of Film Scores based on Visual Analysis
Composing for a film requires developing an understanding of the film, its characters and the film aesthetic choices made by the director.
Shimon the Rapper: A Real-Time System for Human-Robot Interactive Rap Battles
We present a system for real-time lyrical improvisation between a human and a robot in the style of hip hop.
A Unit Selection Methodology for Music Generation Using Deep Neural Networks
We explore the use of unit selection and concatenation as a means of generating music using a procedure based on ranking, where, we consider a unit to be a variable length number of measures of music.
