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Latest papers without code

CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN

1 Apr 2021

The two main research threads in computer-based music generation are: the construction of autonomous music-making systems, and the design of computer-based environments to assist musicians.

IMAGE-TO-IMAGE TRANSLATION MUSIC GENERATION STYLE TRANSFER

Learning to Generate Music With Sentiment

9 Mar 2021

This paper presents a generative Deep Learning model that can be directed to compose music with a given sentiment.

MUSIC GENERATION SENTIMENT ANALYSIS

Music Harmony Generation, through Deep Learning and Using a Multi-Objective Evolutionary Algorithm

16 Feb 2021

One of the goals is the rules and regulations of music, which, along with the other two goals, including the scores of music experts and ordinary listeners, fits the cycle of evolution to get the most optimal response.

MUSIC GENERATION

Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program

9 Feb 2021

From there we identified "Hallmarks" of success -- capabilities and features that evaluators can observe that would be indicative of progress toward achieving a Key Property.

MUSIC GENERATION

Automatic Music Production Using Generative Adversarial Networks

1 Jan 2021

In this work, we propose a novel framework for $\textit{automatic music arrangement from raw audio in the frequency domain}$.

IMAGE-TO-IMAGE TRANSLATION MUSIC GENERATION

Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements

7 Dec 2020

We propose a novel system that takes as an input body movements of a musician playing a musical instrument and generates music in an unsupervised setting.

MUSIC GENERATION

A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions

13 Nov 2020

This paper attempts to provide an overview of various composition tasks under different music generation levels, covering most of the currently popular music generation tasks using deep learning.

AUDIO GENERATION MUSIC GENERATION

GANs & Reels: Creating Irish Music using a Generative Adversarial Network

29 Oct 2020

In this paper we present a method for algorithmic melody generation using a generative adversarial network without recurrent components.

MUSIC GENERATION

Shimon the Robot Film Composer and DeepScore: An LSTM for Generation of Film Scores based on Visual Analysis

26 Oct 2020

Composing for a film requires developing an understanding of the film, its characters and the film aesthetic choices made by the director.

MUSIC GENERATION

A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation

15 Oct 2020

Despite recent achievements of deep learning automatic music generation algorithms, few approaches have been proposed to evaluate whether a single-track music excerpt is composed by automatons or Homo sapiens.

DATA AUGMENTATION INFORMATION RETRIEVAL LANGUAGE MODELLING MUSIC GENERATION MUSIC INFORMATION RETRIEVAL