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Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features
Sergio Oramas | Oriol Nieto | Francesco Barbieri | Xavier Serra

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The Significance of the Low Complexity Dimension in Music Similarity Judgements
Jeffrey Ens | Bernhard E. Riecke | Philippe Pasquier

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Towards Computational Modeling of the Ungrammatical in a Raga Performance
Kaustuv Kanti Ganguli | Preeti Rao

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A Collection of Music Scores for Corpus Based Jingju Singing Research
Rafael Caro Repetto | Xavier Serra

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Monaural Score-Informed Source Separation for Classical Music Using Convolutional Neural Networks
Marius Miron | Jordi Janer | Emilia Gómez

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Deep Salience Representations for F0 Estimation in Polyphonic Music
Rachel M. Bittner | Brian McFee | Justin Salamon | Peter Li | Juan Pablo Bello

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An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets
Justin Salamon | Rachel M. Bittner | Jordi Bonada | Juan J. Bosch | Emilia Gómez | Juan Pablo Bello

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Make Your Own Accompaniment: Adapting Full-Mix Recordings to Match Solo-Only User Recordings
T. J. Tsai | Steven K. Tjoa | Meinard Müller

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Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database
Dmitry Bogdanov | Xavier Serra

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The Music Listening Histories Dataset
Gabriel Vigliensoni | Ichiro Fujinaga

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Artist Preferences and Cultural, Socio-Economic Distances Across Countries: A Big Data Perspective
Meijun Liu | Xiao Hu | Markus Schedl

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Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment
Matthias Dorfer | Andreas Arzt | Gerhard Widmer

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Video-Based Vibrato Detection and Analysis for Polyphonic String Music
Bochen Li | Karthik Dinesh | Gaurav Sharma | Zhiyao Duan

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Decoding Neurally Relevant Musical Features Using Canonical Correlation Analysis
Nick Gang | Blair Kaneshiro | Jonathan Berger | Jacek P. Dmochowski

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Transfer Learning for Music Classification and Regression Tasks
Keunwoo Choi | György Fazekas | Mark B. Sandler | Kyunghyun Cho

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Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks
Richard Vogl | Matthias Dorfer | Gerhard Widmer | Peter Knees

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A Formalization of Relative Local Tempo Variations in Collections of Performances
Jeroen Peperkamp | Klaus Hildebrandt | Cynthia C. S. Liem

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Sampling Variations of Sequences for Structured Music Generation
François Pachet | Alexandre Papadopoulos | Pierre Roy

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Quantized Melodic Contours in Indian Art Music Perception: Application to Transcription
H. G. Ranjani | Deepak Paramashivan | Thippur V. Sreenivas

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Modeling the Multiscale Structure of Chord Sequences Using Polytopic Graphs
Corentin Louboutin | Frédéric Bimbot

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Structured Training for Large-Vocabulary Chord Recognition
Brian McFee | Juan Pablo Bello

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Modeling and Digitizing Reproducing Piano Rolls
Zhengshan Shi | Kumaran Arul | Julius O. Smith III

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Comparing Offertory Melodies of Five Medieval Christian Chant Traditions
Peter van Kranenburg | Geert Maessen

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Counterpoint by Convolution
Cheng-Zhi Anna Huang | Tim Cooijmans | Adam Roberts | Aaron C. Courville | Douglas Eck

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A Framework for Distributed Semantic Annotation of Musical Score: "Take It to the Bridge!"
David M. Weigl | Kevin R. Page

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A Music Player with Song Selection Function for a Group of People
Junichi Suzuki | Tetsuro Kitahara

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A Post-Processing Procedure for Improving Music Tempo Estimates Using Supervised Learning
Hendrik Schreiber | Meinard Müller

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A Statistical Analysis of Gamakas in Carnatic Music
Venkata Subramanian Viraraghavan | Rangarajan Aravind | Hema A. Murthy

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Accurate Audio-to-Score Alignment for Expressive Violin Recordings
Jia-Ling Syue | Li Su | Yi-Ju Lin | Pei-Ching Li | Yen-Kuang Lu | Yu-Lin Wang | Alvin W. Y. Su

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Acoustic Features for Determining Goodness of Tabla Strokes
Krish Narang | Preeti Rao

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Automatic Sample Detection in Polyphonic Music
Siddharth Gururani | Alexander Lerch

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Chord Recognition in Symbolic Music Using Semi-Markov Conditional Random Fields
Kristen Masada | Razvan C. Bunescu

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Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models
Johan Pauwels | Ken O'Hanlon | György Fazekas | Mark B. Sandler

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Convolutional Neural Networks for Real-Time Beat Tracking: A Dancing Robot Application
Aggelos Gkiokas | Vassilis Katsouros

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Early MFCC and HPCP Fusion for Robust Cover Song Identification
Christopher J. Tralie

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Exploring the Music Library Association Mailing List: A Text Mining Approach
Xiao Hu | Kahyun Choi | Yun Hao | Sally Jo Cunningham | Jin Ha Lee | Audrey Laplante | David Bainbridge | J. Stephen Downie

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Fast and Accurate: Improving a Simple Beat Tracker with a Selectively-Applied Deep Beat Identification
Akira Maezawa

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FMA: A Dataset for Music Analysis
Michaël Defferrard | Kirell Benzi | Pierre Vandergheynst | Xavier Bresson

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MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation
Li-Chia Yang | Szu-Yu Chou | Yi-Hsuan Yang

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Modeling Harmony with Skip-Grams
David R. W. Sears | Andreas Arzt | Harald Frostel | Reinhard Sonnleitner | Gerhard Widmer

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NMED-T: A Tempo-Focused Dataset of Cortical and Behavioral Responses to Naturalistic Music
Steven Losorelli | Duc T. Nguyen | Jacek P. Dmochowski | Blair Kaneshiro

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Performance Error Detection and Post-Processing for Fast and Accurate Symbolic Music Alignment
Eita Nakamura | Kazuyoshi Yoshii | Haruhiro Katayose

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Piece Identification in Classical Piano Music Without Reference Scores
Andreas Arzt | Gerhard Widmer

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PiPo, a Plugin Interface for Afferent Data Stream Processing Operators
Norbert Schnell | Diemo Schwarz | Joseph Larralde | Riccardo Borghesi

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Ranking-Based Emotion Recognition for Experimental Music
Jianyu Fan | Kivanç Tatar | Miles Thorogood | Philippe Pasquier

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Scale- and Rhythm-Aware Musical Note Estimation for Vocal F0 Trajectories Based on a Semi-Tatum-Synchronous Hierarchical Hidden Semi-Markov Model
Ryo Nishikimi | Eita Nakamura | Masataka Goto | Katsutoshi Itoyama | Kazuyoshi Yoshii

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Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks
Jordi Pons | Rong Gong | Xavier Serra

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Towards Automatic Mispronunciation Detection in Singing
Chitralekha Gupta | David Grunberg | Preeti Rao | Ye Wang

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Understanding the Expressive Functions of Jingju Metrical Patterns Through Lyrics Text Mining
Shuo Zhang | Rafael Caro Repetto | Xavier Serra

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A Metric for Music Notation Transcription Accuracy
Andrea Cogliati | Zhiyao Duan

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A Multiobjective Music Recommendation Approach for Aspect-Based Diversification
Ricardo S. Oliveira | Caio Nóbrega | Leandro Balby Marinho | Nazareno Andrade

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A Study on LSTM Networks for Polyphonic Music Sequence Modelling
Adrien Ycart | Emmanouil Benetos

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Audio to Score Matching by Combining Phonetic and Duration Information
Rong Gong | Jordi Pons | Xavier Serra

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Automatic Interpretation of Music Structure Analyses: A Validated Technique for Post-Hoc Estimation of the Rationale for an Annotation
Jordan B. L. Smith | Elaine Chew

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Automatic Playlist Sequencing and Transitions
Rachel M. Bittner | Minwei Gu | Gandalf Hernandez | Eric J. Humphrey | Tristan Jehan | Hunter McCurry | Nicola Montecchio

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Automatic Stylistic Composition of Bach Chorales with Deep LSTM
Feynman T. Liang | Mark Gotham | Matthew Johnson | Jamie Shotton

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Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test
Shengchen Li | Simon Dixon | Mark D. Plumbley

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Discourse Analysis of Lyric and Lyric-Based Classification of Music
Jiakun Fang | David Grunberg | Diane T. Litman | Ye Wang

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End-to-End Optical Music Recognition Using Neural Networks
Jorge Calvo-Zaragoza | Jose J. Valero-Mas | Antonio Pertusa

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Exploiting Playlists for Representation of Songs and Words for Text-Based Music Retrieval
Chia-Hao Chung | Yian Chen | Homer H. Chen

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Freesound Datasets: A Platform for the Creation of Open Audio Datasets
Eduardo Fonseca | Jordi Pons | Xavier Favory | Frederic Font | Dmitry Bogdanov | Andres Ferraro | Sergio Oramas | Alastair Porter | Xavier Serra

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From Bach to the Beatles: The Simulation of Human Tonal Expectation Using Ecologically-Trained Predictive Models
Carlos Eduardo Cancino Chacón | Maarten Grachten | Kat Agres

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Function- and Rhythm-Aware Melody Harmonization Based on Tree-Structured Parsing and Split-Merge Sampling of Chord Sequences
Hiroaki Tsushima | Eita Nakamura | Katsutoshi Itoyama | Kazuyoshi Yoshii

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High-Level Music Descriptor Extraction Algorithm Based on Combination of Multi-Channel CNNs and LSTM
Ning Chen | Shijun Wang

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Identifying Raga Similarity Through Embeddings Learned from Compositions' Notation
Joe Cheri Ross | Abhijit Mishra | Kaustuv Kanti Ganguli | Pushpak Bhattacharyya | Preeti Rao

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Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method
Dorian Cazau | Yuancheng Wang | Olivier Adam | Qiao Wang | Grégory Nuel

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Large Vocabulary Automatic Chord Estimation with an Even Chance Training Scheme
Jun-qi Deng | Yu-Kwong Kwok

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Local Interpretable Model-Agnostic Explanations for Music Content Analysis
Saumitra Mishra | Bob L. Sturm | Simon Dixon

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Lyric Jumper: A Lyrics-Based Music Exploratory Web Service by Modeling Lyrics Generative Process
Kosetsu Tsukuda | Keisuke Ishida | Masataka Goto

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Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers
Rodrigo Schramm | Andrew McLeod | Mark Steedman | Emmanouil Benetos

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Onset Detection in Composition Items of Carnatic Music
Jilt Sebastian | Hema A. Murthy

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Song2Guitar: A Difficulty-Aware Arrangement System for Generating Guitar Solo Covers from Polyphonic Audio of Popular Music
Shunya Ariga | Satoru Fukayama | Masataka Goto

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The SEILS Dataset: Symbolically Encoded Scores in Modern-Early Notation for Computational Musicology
Emilia Parada-Cabaleiro | Anton Batliner | Alice Baird | Björn W. Schuller

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"I'm at #Osheaga!": Listening to the Backchannel of a Music Festival on Twitter
Audrey Laplante | Timothy D. Bowman | Nawel Aamar

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A Database Linking Piano and Orchestral MIDI Scores with Application to Automatic Projective Orchestration
Léopold Crestel | Philippe Esling | Lena Heng | Stephen McAdams

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Analysis of Interactive Intonation in Unaccompanied SATB Ensembles
Jiajie Dai | Simon Dixon

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Automatic Drum Transcription for Polyphonic Recordings Using Soft Attention Mechanisms and Convolutional Neural Networks
Carl Southall | Ryan Stables | Jason Hockman

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Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data
Chih-Wei Wu | Alexander Lerch

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Chord Generation from Symbolic Melody Using BLSTM Networks
Hyungui Lim | Seungyeon Rhyu | Kyogu Lee

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Cover Song Identification with Metric Learning Using Distance as a Feature
Hoon Heo | Hyunwoo J. Kim | Wan Soo Kim | Kyogu Lee

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Examining Musical Meaning in Similarity Thresholds
Katherine M. Kinnaird

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Exploring Tonal-Dramatic Relationships in Richard Wagner's Ring Cycle
Frank Zalkow | Christof Weiß | Meinard Müller

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Feature Discovery for Sequential Prediction of Monophonic Music
Jonas Langhabel | Robert Lieck | Marc Toussaint | Martin Rohrmeier

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Generating Nontrivial Melodies for Music as a Service
Yifei Teng | Anny Zhao | Camille Goudeseune

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Geographical Origin Prediction of Folk Music Recordings from the United Kingdom
Vytaute Kedyte | Maria Panteli | Tillman Weyde | Simon Dixon

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In Search of the Consensus Among Musical Pattern Discovery Algorithms
Iris Yuping Ren | Hendrik Vincent Koops | Anja Volk | Wouter Swierstra

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Informed Automatic Meter Analysis of Music Recordings
Ajay Srinivasamurthy | Andre Holzapfel | Xavier Serra

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Intelligibility of Sung Lyrics: A Pilot Study
Karim M. Ibrahim | David Grunberg | Kat Agres | Chitralekha Gupta | Ye Wang

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Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network
Alexandros Tsaptsinos

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Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio
Georgi Dzhambazov | Andre Holzapfel | Ajay Srinivasamurthy | Xavier Serra

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Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music
Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Andreas Jansson | Tristan Jehan

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Multi-Part Pattern Analysis: Combining Structure Analysis and Source Separation to Discover Intra-Part Repeated Sequences
Jordan B. L. Smith | Masataka Goto

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One-Step Detection of Background, Staff Lines, and Symbols in Medieval Music Manuscripts with Convolutional Neural Networks
Jorge Calvo-Zaragoza | Gabriel Vigliensoni | Ichiro Fujinaga

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Optical Music Recognition with Convolutional Sequence-to-Sequence Models
Eelco van der Wel | Karen Ullrich

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Re-Visiting the Music Segmentation Problem with Crowdsourcing
Cheng-i Wang | Gautham J. Mysore | Shlomo Dubnov

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Singing Voice Separation with Deep U-Net Convolutional Networks
Andreas Jansson | Eric J. Humphrey | Nicola Montecchio | Rachel M. Bittner | Aparna Kumar | Tillman Weyde

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Sketching Sonata Form Structure in Selected Classical String Quartets
Louis Bigo | Mathieu Giraud | Richard Groult | Nicolas Guiomard-Kagan | Florence Levé


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Proceedings of the 4th International Workshop on Digital Libraries for Musicology, DLfM 2017, Shanghai, China, October 28, 2017

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Proceedings of the 4th International Workshop on Digital Libraries for Musicology, DLfM 2017, Shanghai, China, October 28, 2017

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The Comprehensive Application of Vmus.net for Musical Performance Studies
Jian Yang

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PatternFinder: Content-Based Music Retrieval with music21
David Garfinkle | Claire Arthur | Peter Schubert | Julie Cumming | Ichiro Fujinaga

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Human-Guided Recognition of Music Score Images
Liang Chen | Rong Jin | Christopher Raphael

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Non-chord Tone Identification Using Deep Neural Networks
Yaolong Ju | Nathaniel Condit-Schultz | Claire Arthur | Ichiro Fujinaga

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Modeling the Complexity of Music Metadata in Semantic Graphs for Exploration and Discovery
Pasquale Lisena | Raphaël Troncy | Konstantin Todorov | Manel Achichi

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MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives
Reinier de Valk | Anja Volk | Andre Holzapfel | Aggelos Pikrakis | Nadine Kroher | Joren Six

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The Perception of Emotion in the Singing Voice: The Understanding of Music Mood for Music Organisation
Emilia Parada-Cabaleiro | Alice Baird | Anton Batliner | Nicholas Cummins | Simone Hantke | Björn W. Schuller

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Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research
Rong Gong | Rafael Caro Repetto | Xavier Serra

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Quantitative analysis of the relationship between linguistic tones and melody in jingju using music scores
Rafael Caro Repetto | Shuo Zhang | Xavier Serra

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Applications of duplicate detection: linking meta-data and merging music archives: The experience of the IPEM historical archive of electronic music
Federica Bressan | Joren Six | Marc Leman

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GRAIL: Database Linking Music Metadata Across Artist, Release, and Track
Michael D. Barone | Kurt Dacosta | Gabriel Vigliensoni | Matthew H. Woolhouse

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Tools for Music Bibliographic Network Analysis
Andrew Horwitz | Yun Fan | Richard Brown

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Musicology of Digital Libraries: structure in RILM
David Lewis | Yun Fan | Glenn Henshaw | Kevin R. Page