Neural Network Music Composition by Prediction: Exploring the Benefits of Psychoacoustic Constraints and Multi-scale Processing

No abstract is available for this paper.

• Publication year

  1994

• Venue

  Connection science

• Publication date

  Unknown publication date

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.1080/09540099408915726
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Backpropagation: theory, architectures, and applications

  1995cited by this paper
• Time Series Prediction: Forecasting the Future and Understanding the Past

  1994cited by this paper
• Learning long-term dependencies with gradient descent is difficult

  1994cited by this paper
• The problem of learning long-term dependencies in recurrent networks

  1993cited by this paper
• Learning and development in neural networks: the importance of starting small.

  1993cited by this paper
• Continuous history compression

  1993cited by this paper
• Phase-Space Learning for Recurrent Networks

  1993cited by this paper
• Hierarchical recurrent networks for learning musical structure

  1993cited by this paper
• Learning Simple Arithmetic Procedures

  1993cited by this paper
• Neural networks for signal processing

  1992cited by this paper
• MUSACT: a connectionist model of musical harmony

  1992influential reference
• Learning syntactically significant temporal patterns of chords: A masking field embedded in an ART 3 architecture

  1992cited by this paper
• Learning Sequential Tasks by Incrementally Adding Higher Orders

  1992cited by this paper
• A Connectionist Symbol Manipulator that Discovers the Structure of Context-Free Languages

  1992cited by this paper
• Cognitive Foundations of Musical Pitch

  1991cited by this paper
• A nonheuristic automatic composing method

  1991cited by this paper
• Learning with Delayed Reinforcement Through Attention-Driven Buffering

  1991cited by this paper
• Adaptive Signal Processing

  1991influential reference
• Induction of Multiscale Temporal Structure

  1991cited by this paper
• Learning Unambiguous Reduced Sequence Descriptions

  1991cited by this paper
• Gradient-based learning algorithms for recurrent connectionist networks

  1990cited by this paper
• Finding Structure in Time

  1990influential reference
• Training Stochastic Model Recognition Algorithms as Networks can Lead to Maximum Mutual Information Estimation of Parameters

  1989influential reference
• Modeling the Perception of Tonal Structure with Neural Nets

  1989influential reference
• A Focused Backpropagation Algorithm for Temporal Pattern Recognition

  1989cited by this paper
• A self-learning musical grammar, or 'associative memory of the second kind'

  1989cited by this paper
• A Connectionist Approach To Algorithmic Composition

  1989cited by this paper
• Dynamic attending and responses to time.

  1989cited by this paper
• Learning State Space Trajectories in Recurrent Neural Networks

  1989cited by this paper
• The Representation of Pitch in a Neural Net Model of Chord Classification

  1989cited by this paper
• Machine tongues XII : Neural networks

  1989cited by this paper
• Learning distributed representations of concepts.

  1989cited by this paper
• On the proper treatment of connectionism

  1988cited by this paper
• Large Automatic Learning, Rule Extraction, and Generalization

  1987cited by this paper
• RAMBaf: A Connectionist Expert System That Learns by Example

  1987influential reference
• Parallel Distributed Processing: Explorations in the Microstructures of Cognition

  1987cited by this paper
• Toward a universal law of generalization for psychological science.

  1987cited by this paper
• Generalization of back-propagation to recurrent neural networks.

  1987cited by this paper
• Learning internal representations by error propagation

  1986influential reference
• Computer Music, Synthesis, Composition, and Performance

  1986cited by this paper
• Learning Internal Representations by Error Propagation, Parallel Distributed Processing

  1986cited by this paper
• Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations

  1986cited by this paper
• Distributed Representations

  1986cited by this paper
• A Generative Theory of Tonal Music

  1985cited by this paper
• 6 – Rhythm and Tempo

  1982cited by this paper
• Geometrical approximations to the structure of musical pitch.

  1982cited by this paper
• Perceived harmonic structure of chords in three related musical keys.

  1982cited by this paper
• Tracing the dynamic changes in perceived tonal organization in a spatial representation of musical keys.

  1982cited by this paper
• Compositional Applications of Stochastic Processes

  1981cited by this paper
• A Panoply of Stochastic 'Cannons'

  1980cited by this paper
• Review Lecture The perception of music

  1979cited by this paper
• On the time relations of mental processes: An examination of systems of processes in cascade.

  1979cited by this paper
• Grammars as Representations for Music

  1979cited by this paper
• The Perception of Music

  1978cited by this paper
• Perception of melodies

  1976cited by this paper
• Rhythm and tempo

  1953cited by this paper

• From Tools to Creators: A Review on the Development and Application of Artificial Intelligence Music Generation

  2025cites this paper
• Random rotational embedding Bayesian optimization for human-in-the-loop personalized music generation

  2025cites this paper
• Probe-Assisted Fine-Grained Control for Non-Differentiable Features in Symbolic Music Generation

  2025cites this paper
• Effects of missing data imputation methods on univariate blood pressure time series data analysis and forecasting with ARIMA and LSTM

  2024cites this paper
• Melody generation based on deep ensemble learning using varying temporal context length

  2024cites this paper
• Melody Generation using Deep Learning: Unleashing the Power of RNN and LSTM

  2024cites this paper
• Hybrid Symbolic-Waveform Modeling of Music - Opportunities and Challenges

  2024cites this paper
• Music generation model based on WGAN network and multi-scale null convolution module

  2024cites this paper
• A Survey of Deep Learning Audio Generation Methods

  2024cites this paper
• Hyperbolic Music Transformer for Structured Music Generation

  2023cites this paper
• Assessing deep learning: a work program for the humanities in the age of artificial intelligence

  2023cites this paper
• Measurement of Music Aesthetics Using Deep Neural Networks and Dissonances

  2023cites this paper
• Deep learning’s shallow gains: a comparative evaluation of algorithms for automatic music generation

  2023influential citation
• Music Regeneration with RNN Architecture Using LSTM

  2023cites this paper
• Recent Advances of Computational Intelligence Techniques for Composing Music

  2023cites this paper
• Generating High Coherence Monophonic Music Using Monte-Carlo Tree Search

  2023cites this paper
• ShredGP: Guitarist Style-Conditioned Tablature Generation

  2023cites this paper
• Robotic Musicianship Based on Least Squares and Sequence Generative Adversarial Networks

  2022cites this paper
• Personalizing AI for Co-Creative Music Composition from Melody to Structure

  2022cites this paper
• Automatic Music Generation: Comparing LSTM and GRU

  2022cites this paper
• A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives

  2022cites this paper
• Jazz Contrafact Detection

  2022cites this paper
• Music Generation Using Supervised Learning and LSTM

  2021cites this paper
• Stylistic Composition of Melodies Based on a Brain-Inspired Spiking Neural Network

  2021cites this paper
• Music Composition with Deep Learning: A Review

  2021cites this paper
• Tracking Creative Musical Structure: The Hunt for the Intrinsically Motivated Generative Agent

  2021cites this paper
• On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment

  2021influential citation
• Melody Structure Transfer Network: Generating Music with Separable Self-Attention

  2021cites this paper
• INCO-GAN: Variable-Length Music Generation Method Based on Inception Model-Based Conditional GAN

  2021influential citation
• A Discriminative Model to Generate Melodies through Evolving LSTM Recurrent Neural Networks

  2021cites this paper
• Emotional Piano Melodies Generation Using Long Short-Term Memory

  2021cites this paper
• Controlling Melody Structures in Automatic Game Soundtrack Compositions With Adversarial Learning Guided Gaussian Mixture Models

  2021cites this paper
• A Hierarchical System for Autonomous Musical Creation

  2021cites this paper
• A DEEP LEARNING BASED INNOVATIVE ONLINE MUSIC PRODUCTION FRAMEWORK

  2021cites this paper
• Drumroll Please: Modeling Multi-Scale Rhythmic Gestures with Flexible Grids

  2021cites this paper
• Music Generation with Temporal Structure Augmentation

  2020cites this paper
• New Algorithm For The Development Of A Musical Words Descriptor For The Artificial Synthesis Of Oriental Music

  2020cites this paper
• Artificial intelligence methods for music generation: a review and future perspectives

  2020cites this paper
• Modeling Musical Structure with Artificial Neural Networks

  2020cites this paper
• Music Generation with Temporal Structure Augmentation

  2020cites this paper
• Who Gets Credit for AI-Generated Art?

  2020cites this paper
• Elǐska Janásková Statistical machine learning with application in music

  2020cites this paper
• MusPy: A Toolkit for Symbolic Music Generation

  2020cites this paper
• RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning

  2020cites this paper
• SSCL: Music Generation in Long-term with Cluster Learning

  2020cites this paper
• Toward anticipatory ubimus

  2020influential citation
• New Algorithm for the Development of a Musical Words Descriptor for the Artificial Composition of Oriental Music

  2020cites this paper
• A Neural Word Embedding Approach to System Trace Reconstruction

  2019cites this paper
• Audio Track Accompaniment

  2019cites this paper
• Deep Learning for System Trace Restoration

  2019cites this paper
• Automatically Generate Hymns Using Variational Attention Models

  2019cites this paper
• Exploring Transfer Functions in Evolved CTRNNs for Music Generation

  2019cites this paper
• Generating Convincing Harmony Parts with Simple Long Short-Term Memory Networks

  2019cites this paper
• Music Generation Using Bidirectional Recurrent Network

  2019cites this paper
• Heretic: Modeling Anthony Braxton's Language Music

  2019cites this paper
• Adaptive Music Composition for Games

  2019cites this paper
• Komposer – Automated Musical Note Generation based on Lyrics with Recurrent Neural Networks

  2019cites this paper
• LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training

  2019cites this paper
• Automatic Melody Composition Using Enhanced GAN

  2019cites this paper
• Algorithmic Ability to Predict the Musical Future: Datasets and Evaluation

  2019cites this paper
• Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs

  2019cites this paper
• Deep Predictive Models in Interactive Music

  2018cites this paper
• Interactive Learning of Timbral Rhythms for Percussion Robots

  2018cites this paper
• Application of Artificial Neural Network in Chinese Folk Music

  2018cites this paper
• Generating Blues Solos with Variational Autoencoders

  2018cites this paper
• Conditional neural sequence learners for generating drums’ rhythms

  2018cites this paper
• Symbolic Music Genre Transfer with CycleGAN

  2018cites this paper
• This time with feeling: learning expressive musical performance

  2018cites this paper
• Digital Audio Generation with Neural Networks

  2018cites this paper
• Magenta.js: A JavaScript API for Augmenting Creativity with Deep Learning

  2018cites this paper
• Exploring Continuous Time Recurrent Neural Networks through Novelty Search

  2018cites this paper
• On Building an Emotion-based Music Composition Companion

  2018cites this paper
• Composing Music in Constrained Search Environments

  2018cites this paper
• Key-Finding by Artificial Neural Networks That Learn About Key Profiles

  2018cites this paper
• MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer

  2018cites this paper
• Troubling Trends in Machine Learning Scholarship

  2018cites this paper
• Coupled Recurrent Models for Polyphonic Music Composition

  2018cites this paper
• Artificial Composition of Multi-Instrumental Polyphonic Music

  2018cites this paper
• Apprentissage de structures musicales en contexte d'improvisation. (Learning of musical structures in the context of improvisation)

  2018cites this paper
• 26. Musical Syntax II: Empirical Perspectives

  2018cites this paper
• SOFT COMPUTING FOR MUSIC ANALYTICS

  2018cites this paper
• Algorithmic composer, an unconventional music classification system

  2018cites this paper
• DU Electronic Theses and Dissertations Graduate Studies 1-1-2010 Composing Music in Constrained Search Environments

  2018cites this paper
• LSTM based Music Generation with Dataset Preprocessing and Reconstruction Techniques

  2018cites this paper
• Deep Segment Hash Learning for Music Generation

  2018cites this paper
• LSTM-based restoration of lossy data to improve anomaly detection algorithms

  2018cites this paper
• DeepJ: Style-Specific Music Generation

  2018cites this paper
• Musical Syntax II: Empirical Perspectives

  2018cites this paper
• Time-Based Raga Recommendation and Information Retrieval of Musical Patterns in Indian Classical Music Using Neural Networks

  2017cites this paper
• A Classifying Variational Autoencoder with Application to Polyphonic Music Generation

  2017cites this paper
• RoboJam: A Musical Mixture Density Network for Collaborative Touchscreen Interaction

  2017cites this paper
• Deep Creations: Intellectual Property and the Automata

  2017cites this paper
• Time-Slot Based Intelligent Music Recommender in Indian Music

  2017cites this paper
• Classical Music Composition Using State Space Models

  2017influential citation
• Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition

  2017cites this paper
• Generating Time: Rhythmic Perception, Prediction and Production with Recurrent Neural Networks

  2017cites this paper
• A Musical Composition Assistant System Using a Stochastic Musical Model

  2017cites this paper
• Feasibility of music composition using artificial neural networks

  2017cites this paper
• Text-Based Deep Learning for Artificial Jazz Improvisation

  2017cites this paper
• Towards a Relative-Pitch Neural Network System for Chorale Composition and Harmonization

  2017influential citation