Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
Arthur Flexer, Geoffroy Peeters, Julián Urbano, Anja Volk (Editors)
- Anthology ID:
- 2019.ismir_conference-2019
- Year:
- 2019
- Venue:
- ismir_conference
- DBLP:
- conf/ismir/2019
Data Usage in MIR: History & Future Recommendations
Wenqin Chen
|
Jessica Keast
|
Jordan Moody
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Corinne Moriarty
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Felicia Villalobos
|
Virtue Winter
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Xueqi Zhang
|
Xuanqi Lyu
|
Elizabeth Freeman
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Jessie Wang
|
Sherry Cai
|
Katherine M. Kinnaird
Music Performance Analysis: A Survey
Alexander Lerch
|
Claire Arthur
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Ashis Pati
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Siddharth Gururani
Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come
Peter Knees
|
Markus Schedl
|
Masataka Goto
20 Years of Automatic Chord Recognition from Audio
Johan Pauwels
|
Ken O'Hanlon
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Emilia Gómez
|
Mark B. Sandler
Zero-shot Learning for Audio-based Music Classification and Tagging
Jeong Choi
|
Jongpil Lee
|
Jiyoung Park
|
Juhan Nam
Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition
Alexander Pacha
|
Jorge Calvo-Zaragoza
|
Jan Hajic Jr.
An Attention Mechanism for Musical Instrument Recognition
Siddharth Gururani
|
Mohit Sharma
|
Alexander Lerch
MIDI-Sheet Music Alignment Using Bootleg Score Synthesis
Thitaree Tanprasert
|
Teerapat Jenrungrot
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Meinard Müller
|
Timothy Tsai
mirdata: Software for Reproducible Usage of Datasets
Rachel M. Bittner
|
Magdalena Fuentes
|
David Rubinstein
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Andreas Jansson
|
Keunwoo Choi
|
Thor Kell
Cover Detection Using Dominant Melody Embeddings
Guillaume Doras
|
Geoffroy Peeters
Identifying Expressive Semantics in Orchestral Conducting Kinematics
Yu-Fen Huang
|
Tsung-Ping Chen
|
Nikki Moran
|
Simon Coleman
|
Li Su
The RomanText Format: A Flexible and Standard Method for Representing Roman Numerial Analyses
Mark Gotham
|
Dmitri Tymoczko
|
Michael Scott Cuthbert
20 Years of Playlists: A Statistical Analysis on Popularity and Diversity
Lorenzo Porcaro
|
Emilia Gómez
Identification and Cross-Document Alignment of Measures in Music Score Images
Simon Waloschek
|
Aristotelis Hadjakos
|
Alexander Pacha
Query-by-Blending: A Music Exploration System Blending Latent Vector Representations of Lyric Word, Song Audio, and Artist
Kento Watanabe
|
Masataka Goto
Improving Structure Evaluation Through Automatic Hierarchy Expansion
Brian McFee
|
Katherine M. Kinnaird
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations
Gabriel Meseguer-Brocal
|
Geoffroy Peeters
An Initial Computational Model for Musical Schemata Theory
Andreas Katsiavalos
|
Tom Collins
|
Bret Battey
Evolution of the Informational Complexity of Contemporary Western Music
Thomas Parmer
|
Yong-Yeol Ahn
Deep Unsupervised Drum Transcription
Keunwoo Choi
|
Kyunghyun Cho
Estimating Unobserved Audio Features for Target-Based Orchestration
Jon Gillick
|
Carmine-Emanuele Cella
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David Bamman
Towards Automatically Correcting Tapped Beat Annotations for Music Recordings
Jonathan Driedger
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Hendrik Schreiber
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W. Bas de Haas
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Meinard Müller
Algorithmic Ability to Predict the Musical Future: Datasets and Evaluation
Berit Janssen
|
Tom Collins
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Iris Yuping Ren
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Stefan Balke
|
Matthias Dorfer
|
Luis Carvalho
|
Andreas Arzt
|
Gerhard Widmer
Contributing to New Musicological Theories with Computational Methods: The Case of Centonization in Arab-Andalusian Music
Thomas Nuttall
|
Miguel García-Casado
|
Víctor Núñez-Tarifa
|
Rafael Caro Repetto
|
Xavier Serra
Temporal Convolutional Networks for Speech and Music Detection in Radio Broadcast
Quentin Lemaire
|
Andre Holzapfel
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
Shreyan Chowdhury
|
Andreu Vall
|
Verena Haunschmid
|
Gerhard Widmer
Community-Based Cover Song Detection
Jonathan Donier
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning
Magdalena Fuentes
|
Lucas Maia
|
Martín Rocamora
|
Luiz W. P. Biscainho
|
Hélène Camille Crayencour
|
Slim Essid
|
Juan Pablo Bello
Harmony Transformer: Incorporating Chord Segmentation into Harmony Recognition
Tsung-Ping Chen
|
Li Su
Statistical Music Structure Analysis Based on a Homogeneity-, Repetitiveness-, and Regularity-Aware Hierarchical Hidden Semi-Markov Model
Go Shibata
|
Ryo Nishikimi
|
Eita Nakamura
|
Kazuyoshi Yoshii
Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner's Locus Iste
Christof Weiss
|
Sebastian J. Schlecht
|
Sebastian Rosenzweig
|
Meinard Müller
Guitar Tablature Estimation with a Convolutional Neural Network
Andrew Wiggins
|
Youngmoo E. Kim
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice
Kyungyun Lee
|
Juhan Nam
Augmenting Music Listening Experiences on Voice Assistants
Morteza Behrooz
|
Sarah Mennicken
|
Jennifer Thom
|
Rohit Kumar
|
Henriette Cramer
Coupled Recurrent Models for Polyphonic Music Composition
John Thickstun
|
Zaïd Harchaoui
|
Dean P. Foster
|
Sham M. Kakade
Hit Song Prediction: Leveraging Low- and High-Level Audio Features
Eva Zangerle
|
Michael Vötter
|
Ramona Huber
|
Yi-Hsuan Yang
Da-TACOS: A Dataset for Cover Song Identification and Understanding
Furkan Yesiler
|
Chris Tralie
|
Albin Andrew Correya
|
Diego Furtado Silva
|
Philip Tovstogan
|
Emilia Gómez
|
Xavier Serra
Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony
Daniel Harasim
|
Timothy J. O'Donnell
|
Martin Rohrmeier
Learning to Traverse Latent Spaces for Musical Score Inpainting
Ashis Pati
|
Alexander Lerch
|
Gaëtan Hadjeres
Detecting Stable Regions in Frequency Trajectories for Tonal Analysis of Traditional Georgian Vocal Music
Sebastian Rosenzweig
|
Frank Scherbaum
|
Meinard Müller
The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale
Dmitry Bogdanov
|
Alastair Porter
|
Hendrik Schreiber
|
Julián Urbano
|
Sergio Oramas
Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models
Christos Koutlis
|
Manos Schinas
|
Vasiliki Gkatziaki
|
Symeon Papadopoulos
|
Yiannis Kompatsiaris
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks
Rainer Kelz
|
Gerhard Widmer
Learning to Generate Music With Sentiment
Lucas Ferreira
|
Jim Whitehead
Backtracking Search Heuristics for Solving the All-partition Array Problem
Brian Bemman
|
David Meredith
Modeling and Learning Structural Breaks in Sonata Forms
Laurent Feisthauer
|
Louis Bigo
|
Mathieu Giraud
Auto-adaptive Resonance Equalization using Dilated Residual Networks
Maarten Grachten
|
Emmanuel Deruty
|
Alexandre Tanguy
Analyzing User Interactions with Music Information Retrieval System: An Eye-tracking Approach
Xiao Hu
|
Ying Que
|
Noriko Kando
|
Wenwei Lian
A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity
Saebyul Park
|
Taegyun Kwon
|
Jongpil Lee
|
Jeounghoon Kim
|
Juhan Nam
JosquIntab: A Dataset for Content-based Computational Analysis of Music in Lute Tablature
Reinier de Valk
|
Ryaan Ahmed
|
Tim Crawford
A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System
Felipe Falcão
|
Baris Bozkurt
|
Xavier Serra
|
Nazareno Andrade
|
Ozan Baysal
Self-Supervised Methods for Learning Semantic Similarity in Music
Mason Bretan
|
Larry P. Heck
Blending Acoustic and Language Model Predictions for Automatic Music Transcription
Adrien Ycart
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Andrew McLeod
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Emmanouil Benetos
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Kazuyoshi Yoshii
Modelling the Syntax of North Indian Melodies with a Generalized Graph Grammar
Christoph Finkensiep
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Richard Widdess
|
Martin Rohrmeier
A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction
Adrien Ycart
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Daniel Stoller
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Emmanouil Benetos
Learning Similarity Metrics for Melody Retrieval
Folgert Karsdorp
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Peter van Kranenburg
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Enrique Manjavacas
Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other
Sebastian Böck
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Matthew E. P. Davies
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Peter Knees
Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?
Arthur Flexer
|
Taric Lallai
AIST Dance Video Database: Multi-Genre, Multi-Dancer, and Multi-Camera Database for Dance Information Processing
Shuhei Tsuchida
|
Satoru Fukayama
|
Masahiro Hamasaki
|
Masataka Goto
Microtiming Analysis in Traditional Shetland Fiddle Music
Estefanía Cano
|
Scott Beveridge
SUPRA: Digitizing the Stanford University Piano Roll Archive
Zhengshan Shi
|
Craig Sapp
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Kumaran Arul
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Jerry McBride
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Julius O. Smith III
Fast and Flexible Neural Audio Synthesis
Lamtharn Hantrakul
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Jesse H. Engel
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Adam Roberts
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Chenjie Gu
DeepSRGM - Sequence Classification and Ranking in Indian Classical Music Via Deep Learning
Sathwik Tejaswi Madhusudhan
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Girish Chowdhary
Modeling Music Modality with a Key-Class Invariant Pitch Chroma CNN
Anders Elowsson
|
Anders Friberg
Convolutional Composer Classification
Harsh Verma
|
John Thickstun
A Diplomatic Edition of Il Lauro Secco: Ground Truth for OMR of White Mensural Notation
Emilia Parada-Cabaleiro
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Anton Batliner
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Björn W. Schuller
The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music
Oriol Nieto
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Matthew C. McCallum
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Matthew E. P. Davies
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Andrew Robertson
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Adam M. Stark
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Eran Egozy
FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing
Meinard Müller
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Frank Zalkow
Automatic Assessment of Sight-reading Exercises
Jiawen Huang
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Alexander Lerch
Supervised Symbolic Music Style Translation Using Synthetic Data
Ondrej Cífka
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Umut Simsekli
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Gaël Richard
Deep Music Analogy Via Latent Representation Disentanglement
Ruihan Yang
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Dingsu Wang
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Ziyu Wang
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Tianyao Chen
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Junyan Jiang
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Gus Xia
Query by Video: Cross-modal Music Retrieval
Bochen Li
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Aparna Kumar
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Michael Taenzer
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Jakob Abeßer
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Stylianos I. Mimilakis
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Christof Weiss
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Meinard Müller
A Bi-Directional Transformer for Musical Chord Recognition
Jonggwon Park
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Kyoyun Choi
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Sungwook Jeon
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Dokyun Kim
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Jonghun Park
SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis
Lucas Maia
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Magdalena Fuentes
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Luiz W. P. Biscainho
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Martín Rocamora
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Slim Essid
Deep-Rhythm for Global Tempo Estimation in Music
Hadrien Foroughmand Aarabi
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Geoffroy Peeters
Large-vocabulary Chord Transcription Via Chord Structure Decomposition
Junyan Jiang
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Ke Chen
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Wei Li
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Gus Xia
BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine
Yichao Zhou
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Wei Chu
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Sam Young
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Xin Chen
Can We Listen To It Together?: Factors Influencing Reception of Music Recommendations and Post-Recommendation Behavior
Jin Ha Lee
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Liz Pritchard
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Chris Hubbles
Adversarial Learning for Improved Onsets and Frames Music Transcription
Jong Wook Kim
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Juan Pablo Bello
Automatic Music Transcription and Ethnomusicology: a User Study
Andre Holzapfel
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Emmanouil Benetos
LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training
Chris Donahue
|
Huanru Henry Mao
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Yiting Ethan Li
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Garrison W. Cottrell
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Julian J. McAuley
Taking Form: A Representation Standard, Conversion Code, and Example Corpora for Recording, Visualizing, and Studying Analyses of Musical Form
Mark Gotham
|
Matthew Ireland
Learning Complex Basis Functions for Invariant Representations of Audio
Stefan Lattner
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Monika Dörfler
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Andreas Arzt
Folded CQT RCNN For Real-time Recognition of Instrument Playing Techniques
Jean-François Ducher
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Philippe Esling
humdrumR: a New Take on an Old Approach to Computational Musicology
Nathaniel Condit-Schultz
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Claire Arthur
Tunes Together: Perception and Experience of Collaborative Playlists
So Yeon Park
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Audrey Laplante
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Jin Ha Lee
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Blair Kaneshiro
A Holistic Approach to Polyphonic Music Transcription with Neural Networks
Miguel A. Román
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Antonio Pertusa
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Jorge Calvo-Zaragoza
Generalized Metrics for Single-f0 Estimation Evaluation
Rachel M. Bittner
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Juan J. Bosch
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
Yin-Jyun Luo
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Kat Agres
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Dorien Herremans
The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications
Thomas Low
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Christian Hentschel
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Sayantan Polley
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Anustup Das
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Harald Sack
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Andreas Nürnberger
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Sebastian Stober
Pattern Clustering in Monophonic Music by Learning a Non-Linear Embedding From Human Annotations
Timothy de Reuse
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Ichiro Fujinaga
A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music
Thassilo Gadermaier
|
Gerhard Widmer
Mapping Timing Strategies in Drum Performance
George Sioros
|
Guilherme Câmara
|
Anne Danielsen
Improving Singing Aid System for Laryngectomees With Statistical Voice Conversion and VAE-SPACE
Li Li
|
Tomoki Toda
|
Kazuho Morikawa
|
Kazuhiro Kobayashi
|
Shoji Makino
Approachable Music Composition with Machine Learning at Scale
Cheng-Zhi Anna Huang
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Curtis Hawthorne
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Adam Roberts
|
Monica Dinculescu
|
James Wexler
|
Leon Hong
|
Jacob Howcroft
Scalable Searching and Ranking for Melodic Pattern Queries
Philippe Rigaux
|
Nicolas Travers
Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals
Changhong Wang
|
Emmanouil Benetos
|
Vincent Lostanlen
|
Elaine Chew
Controlling Symbolic Music Generation based on Concept Learning from Domain Knowledge
Taketo Akama
Unmixer: An Interface for Extracting and Remixing Loops
Jordan B. L. Smith
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Yuta Kawasaki
|
Masataka Goto
Quantifying Disruptive Influence in the AllMusic Guide
Flavio V. D. de Figueiredo
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Nazareno Andrade
Leveraging knowledge bases and parallel annotations for music genre translation
Elena V. Epure
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Anis Khlif
|
Romain Hennequin
Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix
I-Chieh Wei
|
Chih-Wei Wu
|
Li Su
Rendering Music Performance With Interpretation Variations Using Conditional Variational RNN
Akira Maezawa
|
Kazuhiko Yamamoto
|
Takuya Fujishima
An Interactive Workflow for Generating Chord Labels for Homorhythmic Music in Symbolic Formats
Yaolong Ju
|
Samuel Howes
|
Cory McKay
|
Nathaniel Condit-Schultz
|
Jorge Calvo-Zaragoza
|
Ichiro Fujinaga
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style
Jeffrey Ens
|
Philippe Pasquier
Audio Query-based Music Source Separation
Jie Hwan Lee
|
Hyeong-Seok Choi
|
Kyogu Lee
Mosaic Style Transfer Using Sparse Autocorrelograms
Daniel MacKinlay
|
Zdravko I. Botev
Automatic Choreography Generation with Convolutional Encoder-decoder Network
Juheon Lee
|
Seohyun Kim
|
Kyogu Lee
Hierarchical Classification Networks for Singing Voice Segmentation and Transcription
Zih-Sing Fu
|
Li Su
VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance
Dasaem Jeong
|
Taegyun Kwon
|
Yoojin Kim
|
Kyogu Lee
|
Juhan Nam
MIDI Passage Retrieval Using Cell Phone Pictures of Sheet Music
Daniel Yang
|
Thitaree Tanprasert
|
Teerapat Jenrungrot
|
Mengyi Shan
|
Timothy Tsai
A Convolutional Approach to Melody Line Identification in Symbolic Scores
Federico Simonetta
|
Carlos Eduardo Cancino Chacón
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Stavros Ntalampiras
|
Gerhard Widmer