International Society for Music Information Retrieval Conference (2019)

Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Music Performance Analysis: A Survey
Alexander Lerch | Claire Arthur | Ashis Pati | Siddharth Gururani

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Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come
Peter Knees | Markus Schedl | Masataka Goto

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20 Years of Automatic Chord Recognition from Audio
Johan Pauwels | Ken O'Hanlon | Emilia Gómez | Mark B. Sandler

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Zero-shot Learning for Audio-based Music Classification and Tagging
Jeong Choi | Jongpil Lee | Jiyoung Park | Juhan Nam

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Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition
Alexander Pacha | Jorge Calvo-Zaragoza | Jan Hajic Jr.

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An Attention Mechanism for Musical Instrument Recognition
Siddharth Gururani | Mohit Sharma | Alexander Lerch

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MIDI-Sheet Music Alignment Using Bootleg Score Synthesis
Thitaree Tanprasert | Teerapat Jenrungrot | Meinard Müller | Timothy Tsai

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Cover Detection Using Dominant Melody Embeddings
Guillaume Doras | Geoffroy Peeters

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Identifying Expressive Semantics in Orchestral Conducting Kinematics
Yu-Fen Huang | Tsung-Ping Chen | Nikki Moran | Simon Coleman | Li Su

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The RomanText Format: A Flexible and Standard Method for Representing Roman Numerial Analyses
Mark Gotham | Dmitri Tymoczko | Michael Scott Cuthbert

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20 Years of Playlists: A Statistical Analysis on Popularity and Diversity
Lorenzo Porcaro | Emilia Gómez

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Identification and Cross-Document Alignment of Measures in Music Score Images
Simon Waloschek | Aristotelis Hadjakos | Alexander Pacha

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Query-by-Blending: A Music Exploration System Blending Latent Vector Representations of Lyric Word, Song Audio, and Artist
Kento Watanabe | Masataka Goto

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Improving Structure Evaluation Through Automatic Hierarchy Expansion
Brian McFee | Katherine M. Kinnaird

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Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations
Gabriel Meseguer-Brocal | Geoffroy Peeters

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An Initial Computational Model for Musical Schemata Theory
Andreas Katsiavalos | Tom Collins | Bret Battey

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Evolution of the Informational Complexity of Contemporary Western Music
Thomas Parmer | Yong-Yeol Ahn

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Deep Unsupervised Drum Transcription
Keunwoo Choi | Kyunghyun Cho

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Estimating Unobserved Audio Features for Target-Based Orchestration
Jon Gillick | Carmine-Emanuele Cella | David Bamman

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Towards Automatically Correcting Tapped Beat Annotations for Music Recordings
Jonathan Driedger | Hendrik Schreiber | W. Bas de Haas | Meinard Müller

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Algorithmic Ability to Predict the Musical Future: Datasets and Evaluation
Berit Janssen | Tom Collins | Iris Yuping Ren

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Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Stefan Balke | Matthias Dorfer | Luis Carvalho | Andreas Arzt | Gerhard Widmer

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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

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Temporal Convolutional Networks for Speech and Music Detection in Radio Broadcast
Quentin Lemaire | Andre Holzapfel

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Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
Shreyan Chowdhury | Andreu Vall | Verena Haunschmid | Gerhard Widmer

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Community-Based Cover Song Detection
Jonathan Donier

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Harmony Transformer: Incorporating Chord Segmentation into Harmony Recognition
Tsung-Ping Chen | Li Su

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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

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Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner's Locus Iste
Christof Weiss | Sebastian J. Schlecht | Sebastian Rosenzweig | Meinard Müller

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Guitar Tablature Estimation with a Convolutional Neural Network
Andrew Wiggins | Youngmoo E. Kim

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Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice
Kyungyun Lee | Juhan Nam

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Augmenting Music Listening Experiences on Voice Assistants
Morteza Behrooz | Sarah Mennicken | Jennifer Thom | Rohit Kumar | Henriette Cramer

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Coupled Recurrent Models for Polyphonic Music Composition
John Thickstun | Zaïd Harchaoui | Dean P. Foster | Sham M. Kakade

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Hit Song Prediction: Leveraging Low- and High-Level Audio Features
Eva Zangerle | Michael Vötter | Ramona Huber | Yi-Hsuan Yang

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Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony
Daniel Harasim | Timothy J. O'Donnell | Martin Rohrmeier

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Learning to Traverse Latent Spaces for Musical Score Inpainting
Ashis Pati | Alexander Lerch | Gaëtan Hadjeres

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Detecting Stable Regions in Frequency Trajectories for Tonal Analysis of Traditional Georgian Vocal Music
Sebastian Rosenzweig | Frank Scherbaum | Meinard Müller

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The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale
Dmitry Bogdanov | Alastair Porter | Hendrik Schreiber | Julián Urbano | Sergio Oramas

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Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models
Christos Koutlis | Manos Schinas | Vasiliki Gkatziaki | Symeon Papadopoulos | Yiannis Kompatsiaris

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Towards Interpretable Polyphonic Transcription with Invertible Neural Networks
Rainer Kelz | Gerhard Widmer

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Learning to Generate Music With Sentiment
Lucas Ferreira | Jim Whitehead

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Backtracking Search Heuristics for Solving the All-partition Array Problem
Brian Bemman | David Meredith

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Modeling and Learning Structural Breaks in Sonata Forms
Laurent Feisthauer | Louis Bigo | Mathieu Giraud

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Auto-adaptive Resonance Equalization using Dilated Residual Networks
Maarten Grachten | Emmanuel Deruty | Alexandre Tanguy

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Analyzing User Interactions with Music Information Retrieval System: An Eye-tracking Approach
Xiao Hu | Ying Que | Noriko Kando | Wenwei Lian

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A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity
Saebyul Park | Taegyun Kwon | Jongpil Lee | Jeounghoon Kim | Juhan Nam

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JosquIntab: A Dataset for Content-based Computational Analysis of Music in Lute Tablature
Reinier de Valk | Ryaan Ahmed | Tim Crawford

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A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System
Felipe Falcão | Baris Bozkurt | Xavier Serra | Nazareno Andrade | Ozan Baysal

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Self-Supervised Methods for Learning Semantic Similarity in Music
Mason Bretan | Larry P. Heck

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Blending Acoustic and Language Model Predictions for Automatic Music Transcription
Adrien Ycart | Andrew McLeod | Emmanouil Benetos | Kazuyoshi Yoshii

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Modelling the Syntax of North Indian Melodies with a Generalized Graph Grammar
Christoph Finkensiep | Richard Widdess | Martin Rohrmeier

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A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction
Adrien Ycart | Daniel Stoller | Emmanouil Benetos

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Learning Similarity Metrics for Melody Retrieval
Folgert Karsdorp | Peter van Kranenburg | Enrique Manjavacas

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Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other
Sebastian Böck | Matthew E. P. Davies | Peter Knees

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Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?
Arthur Flexer | Taric Lallai

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AIST Dance Video Database: Multi-Genre, Multi-Dancer, and Multi-Camera Database for Dance Information Processing
Shuhei Tsuchida | Satoru Fukayama | Masahiro Hamasaki | Masataka Goto

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Microtiming Analysis in Traditional Shetland Fiddle Music
Estefanía Cano | Scott Beveridge

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SUPRA: Digitizing the Stanford University Piano Roll Archive
Zhengshan Shi | Craig Sapp | Kumaran Arul | Jerry McBride | Julius O. Smith III

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Fast and Flexible Neural Audio Synthesis
Lamtharn Hantrakul | Jesse H. Engel | Adam Roberts | Chenjie Gu

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DeepSRGM - Sequence Classification and Ranking in Indian Classical Music Via Deep Learning
Sathwik Tejaswi Madhusudhan | Girish Chowdhary

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Modeling Music Modality with a Key-Class Invariant Pitch Chroma CNN
Anders Elowsson | Anders Friberg

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Convolutional Composer Classification
Harsh Verma | John Thickstun

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A Diplomatic Edition of Il Lauro Secco: Ground Truth for OMR of White Mensural Notation
Emilia Parada-Cabaleiro | Anton Batliner | Björn W. Schuller

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FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing
Meinard Müller | Frank Zalkow

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Automatic Assessment of Sight-reading Exercises
Jiawen Huang | Alexander Lerch

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Supervised Symbolic Music Style Translation Using Synthetic Data
Ondrej Cífka | Umut Simsekli | Gaël Richard

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Query by Video: Cross-modal Music Retrieval
Bochen Li | Aparna Kumar

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Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Michael Taenzer | Jakob Abeßer | Stylianos I. Mimilakis | Christof Weiss | Meinard Müller

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A Bi-Directional Transformer for Musical Chord Recognition
Jonggwon Park | Kyoyun Choi | Sungwook Jeon | Dokyun Kim | Jonghun Park

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SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis
Lucas Maia | Magdalena Fuentes | Luiz W. P. Biscainho | Martín Rocamora | Slim Essid

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Deep-Rhythm for Global Tempo Estimation in Music
Hadrien Foroughmand Aarabi | Geoffroy Peeters

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Large-vocabulary Chord Transcription Via Chord Structure Decomposition
Junyan Jiang | Ke Chen | Wei Li | Gus Xia

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BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine
Yichao Zhou | Wei Chu | Sam Young | Xin Chen

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Can We Listen To It Together?: Factors Influencing Reception of Music Recommendations and Post-Recommendation Behavior
Jin Ha Lee | Liz Pritchard | Chris Hubbles

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Adversarial Learning for Improved Onsets and Frames Music Transcription
Jong Wook Kim | Juan Pablo Bello

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Automatic Music Transcription and Ethnomusicology: a User Study
Andre Holzapfel | Emmanouil Benetos

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LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training
Chris Donahue | Huanru Henry Mao | Yiting Ethan Li | Garrison W. Cottrell | Julian J. McAuley

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Taking Form: A Representation Standard, Conversion Code, and Example Corpora for Recording, Visualizing, and Studying Analyses of Musical Form
Mark Gotham | Matthew Ireland

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Learning Complex Basis Functions for Invariant Representations of Audio
Stefan Lattner | Monika Dörfler | Andreas Arzt

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Folded CQT RCNN For Real-time Recognition of Instrument Playing Techniques
Jean-François Ducher | Philippe Esling

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humdrumR: a New Take on an Old Approach to Computational Musicology
Nathaniel Condit-Schultz | Claire Arthur

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Tunes Together: Perception and Experience of Collaborative Playlists
So Yeon Park | Audrey Laplante | Jin Ha Lee | Blair Kaneshiro

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A Holistic Approach to Polyphonic Music Transcription with Neural Networks
Miguel A. Román | Antonio Pertusa | Jorge Calvo-Zaragoza

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Generalized Metrics for Single-f0 Estimation Evaluation
Rachel M. Bittner | Juan J. Bosch

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Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
Yin-Jyun Luo | Kat Agres | Dorien Herremans

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Pattern Clustering in Monophonic Music by Learning a Non-Linear Embedding From Human Annotations
Timothy de Reuse | Ichiro Fujinaga

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A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music
Thassilo Gadermaier | Gerhard Widmer

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Mapping Timing Strategies in Drum Performance
George Sioros | Guilherme Câmara | Anne Danielsen

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Improving Singing Aid System for Laryngectomees With Statistical Voice Conversion and VAE-SPACE
Li Li | Tomoki Toda | Kazuho Morikawa | Kazuhiro Kobayashi | Shoji Makino

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Scalable Searching and Ranking for Melodic Pattern Queries
Philippe Rigaux | Nicolas Travers

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Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals
Changhong Wang | Emmanouil Benetos | Vincent Lostanlen | Elaine Chew

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Controlling Symbolic Music Generation based on Concept Learning from Domain Knowledge
Taketo Akama

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Unmixer: An Interface for Extracting and Remixing Loops
Jordan B. L. Smith | Yuta Kawasaki | Masataka Goto

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Quantifying Disruptive Influence in the AllMusic Guide
Flavio V. D. de Figueiredo | Nazareno Andrade

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Leveraging knowledge bases and parallel annotations for music genre translation
Elena V. Epure | Anis Khlif | Romain Hennequin

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Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix
I-Chieh Wei | Chih-Wei Wu | Li Su

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Rendering Music Performance With Interpretation Variations Using Conditional Variational RNN
Akira Maezawa | Kazuhiko Yamamoto | Takuya Fujishima

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Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style
Jeffrey Ens | Philippe Pasquier

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Audio Query-based Music Source Separation
Jie Hwan Lee | Hyeong-Seok Choi | Kyogu Lee

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Mosaic Style Transfer Using Sparse Autocorrelograms
Daniel MacKinlay | Zdravko I. Botev

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Automatic Choreography Generation with Convolutional Encoder-decoder Network
Juheon Lee | Seohyun Kim | Kyogu Lee

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Hierarchical Classification Networks for Singing Voice Segmentation and Transcription
Zih-Sing Fu | Li Su

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VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance
Dasaem Jeong | Taegyun Kwon | Yoojin Kim | Kyogu Lee | Juhan Nam

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MIDI Passage Retrieval Using Cell Phone Pictures of Sheet Music
Daniel Yang | Thitaree Tanprasert | Teerapat Jenrungrot | Mengyi Shan | Timothy Tsai

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A Convolutional Approach to Melody Line Identification in Symbolic Scores
Federico Simonetta | Carlos Eduardo Cancino Chacón | Stavros Ntalampiras | Gerhard Widmer