International Society for Music Information Retrieval Conference (2018)

Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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A Confidence Measure For Key Labelling
Roman B. Gebhardt | Michael Stein | Athanasios Lykartsis

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Improved Chord Recognition by Combining Duration and Harmonic Language Models
Filip Korzeniowski | Gerhard Widmer

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Using Musical Relationships Between Chord Labels in Automatic Chord Extraction Tasks
Tristan Carsault | Jérôme Nika | Philippe Esling

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A Predictive Model for Music based on Learned Interval Representations
Stefan Lattner | Maarten Grachten | Gerhard Widmer

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An End-to-end Framework for Audio-to-Score Music Transcription on Monophonic Excerpts
Miguel A. Román | Antonio Pertusa | Jorge Calvo-Zaragoza

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Evaluating Automatic Polyphonic Music Transcription
Andrew McLeod | Mark Steedman

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Player Vs Transcriber: A Game Approach To Data Manipulation For Automatic Drum Transcription
Carl Southall | Ryan Stables | Jason Hockman

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A Flexible Approach to Automated Harmonic Analysis: Multiple Annotations of Chorales by Bach and Prætorius
Nathaniel Condit-Schultz | Yaolong Ju | Ichiro Fujinaga

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Evaluating a Collection of Sound-Tracing Data of Melodic Phrases
Tejaswinee Kelkar | Udit Roy | Alexander Refsum Jensenius

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Main Melody Estimation with Source-Filter NMF and CRNN
Dogac Basaran | Slim Essid | Geoffroy Peeters

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Functional Harmony Recognition of Symbolic Music Data with Multi-task Recurrent Neural Networks
Tsung-Ping Chen | Li Su

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A Single-Step Approach to Musical Tempo Estimation Using a Convolutional Neural Network
Hendrik Schreiber | Meinard Müller

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Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking
Magdalena Fuentes | Brian McFee | Hélène C. Crayencour | Slim Essid | Juan Pablo Bello

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Meter Detection and Alignment of MIDI Performance
Andrew McLeod | Mark Steedman

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A Timbre-based Approach to Estimate Key Velocity from Polyphonic Piano Recordings
Dasaem Jeong | Taegyun Kwon | Juhan Nam

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Timbre Discrimination for Brief Instrument Sounds
Francesco Bigoni | Sofia Dahl

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Frame-level Instrument Recognition by Timbre and Pitch
Yun-Ning Hung | Yi-Hsuan Yang

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Interactive Arrangement of Chords and Melodies Based on a Tree-Structured Generative Model
Hiroaki Tsushima | Eita Nakamura | Katsutoshi Itoyama | Kazuyoshi Yoshii

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A Generalized Parsing Framework for Generative Models of Harmonic Syntax
Daniel Harasim | Martin Rohrmeier | Timothy J. O'Donnell

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An Energy-based Generative Sequence Model for Testing Sensory Theories of Western Harmony
Peter M. C. Harrison | Marcus T. Pearce

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Automatic, Personalized, and Flexible Playlist Generation using Reinforcement Learning
Shun-Yao Shih | Heng-Yu Chi

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Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces
Philippe Esling | Axel Chemla-Romeu-Santos | Adrien Bitton

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Conditioning Deep Generative Raw Audio Models for Structured Automatic Music
Rachel Manzelli | Vijay Thakkar | Ali Siahkamari | Brian Kulis

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Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
Hao-Wen Dong | Yi-Hsuan Yang

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Cover Song Synthesis by Analogy
Christopher J. Tralie

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Part-invariant Model for Music Generation and Harmonization
Yujia Yan | Ethan Lustig | Joseph VanderStel | Zhiyao Duan

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Evaluating Language Models of Tonal Harmony
David R. W. Sears | Filip Korzeniowski | Gerhard Widmer

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Skeleton Plays Piano: Online Generation of Pianist Body Movements from MIDI Performance
Bochen Li | Akira Maezawa | Zhiyao Duan

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Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets
Jan Hajic Jr. | Matthias Dorfer | Gerhard Widmer | Pavel Pecina

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Searching Page-Images of Early Music Scanned with OMR: A Scalable Solution Using Minimal Absent Words
Tim Crawford | Golnaz Badkobeh | David Lewis

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Optical Music Recognition in Mensural Notation with Region-based Convolutional Neural Networks
Alexander Pacha | Jorge Calvo-Zaragoza

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Camera-PrIMuS: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores
Jorge Calvo-Zaragoza | David Rizo

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Document Analysis of Music Score Images with Selectional Auto-Encoders
Francisco J. Castellanos | Jorge Calvo-Zaragoza | Gabriel Vigliensoni | Ichiro Fujinaga

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Genre-Agnostic Key Classification With Convolutional Neural Networks
Filip Korzeniowski | Gerhard Widmer

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Deep Watershed Detector for Music Object Recognition
Lukas Tuggener | Ismail Elezi | Jürgen Schmidhuber | Thilo Stadelmann

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Deep Neural Networks with Voice Entry Estimation Heuristics for Voice Separation in Symbolic Music Representations
Reinier de Valk | Tillman Weyde

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Music Source Separation Using Stacked Hourglass Networks
Sungheon Park | Taehoon Kim | Kyogu Lee | Nojun Kwak

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The Northwestern University Source Separation Library
Ethan Manilow | Prem Seetharaman | Bryan Pardo

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Improving Bass Saliency Estimation Using Transfer Learning and Label Propagation
Jakob Abeßer | Stefan Balke | Meinard Müller

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Improving Peak-picking Using Multiple Time-step Loss Functions
Carl Southall | Ryan Stables | Jason Hockman

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Zero-Mean Convolutions for Level-Invariant Singing Voice Detection
Jan Schlüter | Bernhard Lehner

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Music Generation and Transformation with Moment Matching-Scattering Inverse Networks
Mathieu Andreux | Stéphane Mallat

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Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation
Daniel Stoller | Sebastian Ewert | Simon Dixon

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SE and SNL diagrams: Flexible data structures for MIR
Melissa R. McGuirl | Katherine M. Kinnaird | Claire Savard | Erin H. Bugbee

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JSYMBOLIC 2.2: Extracting Features from Symbolic Music for use in Musicological and MIR Research
Cory McKay | Julie Cumming | Ichiro Fujinaga

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Relevance of Musical Features for Cadence Detection
Louis Bigo | Laurent Feisthauer | Mathieu Giraud | Florence Levé

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On the Relationships between Music-induced Emotion and Physiological Signals
Xiao Hu | Fanjie Li | Tzi-Dong Jeremy Ng

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Music Mood Detection Based on Audio and Lyrics with Deep Neural Net
Rémi Delbouys | Romain Hennequin | Francesco Piccoli | Jimena Royo-Letelier | Manuel Moussallam

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Musical Texture and Expressivity Features for Music Emotion Recognition
Renato Panda | Ricardo Malheiro | Rui Pedro Paiva

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Shared Generative Representation of Auditory Concepts and EEG to Reconstruct Perceived and Imagined Music
André Ofner | Sebastian Stober

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Exploring Musical Relations Using Association Rule Networks
Renan de Padua | Veronica Oliveira de Carvalho | Solange O. Rezende | Diego Furtado Silva

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A Crowdsourced Experiment for Tempo Estimation of Electronic Dance Music
Hendrik Schreiber | Meinard Müller

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Computational Corpus Analysis: A Case Study on Jazz Solos
Christof Weiss | Stefan Balke | Jakob Abeßer | Meinard Müller

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DALI: A Large Dataset of Synchronized Audio, Lyrics and notes, Automatically Created using Teacher-student Machine Learning Paradigm.
Gabriel Meseguer-Brocal | Alice Cohen-Hadria | Geoffroy Peeters

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OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition
Eric Humphrey | Simon Durand | Brian McFee

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From Labeled to Unlabeled Data - On the Data Challenge in Automatic Drum Transcription
Chih-Wei Wu | Alexander Lerch

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GuitarSet: A Dataset for Guitar Transcription
Qingyang Xi | Rachel M. Bittner | Johan Pauwels | Xuzhou Ye | Juan Pablo Bello

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Musical-Linguistic Annotations of Il Lauro Secco
Emilia Parada-Cabaleiro | Maximilian Schmitt | Anton Batliner | Björn W. Schuller

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VocalSet: A Singing Voice Dataset
Julia Wilkins | Prem Seetharaman | Alison Wahl | Bryan Pardo

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The NES Music Database: A multi-instrumental dataset with expressive performance attributes
Chris Donahue | Huanru Henry Mao | Julian J. McAuley

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Audio-Aligned Jazz Harmony Dataset for Automatic Chord Transcription and Corpus-based Research
Vsevolod Eremenko | Emir Demirel | Baris Bozkurt | Xavier Serra

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Methodologies for Creating Symbolic Corpora of Western Music Before 1600
Julie Cumming | Cory McKay | Jonathan Stuchbery | Ichiro Fujinaga

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Precision of Sung Notes in Carnatic Music
Venkata Subramanian Viraraghavan | Rangarajan Aravind | Hema A. Murthy

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Revisiting Singing Voice Detection: A quantitative review and the future outlook
Kyungyun Lee | Keunwoo Choi | Juhan Nam

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Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners
Andrew M. Demetriou | Andreas Jansson | Aparna Kumar | Rachel M. Bittner

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Vocal Melody Extraction with Semantic Segmentation and Audio-symbolic Domain Transfer Learning
Wei Tsung Lu | Li Su

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Empirically Weighting the Importance of Decision Factors for Singing Preference
Michael D. Barone | Karim M. Ibrahim | Chitralekha Gupta | Ye Wang

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Analysis by Classification: A Comparative Study of Annotated and Algorithmically Extracted Patterns in Symbolic Music Data
Iris Yuping Ren | Anja Volk | Wouter Swierstra | Remco C. Veltkamp

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Generalized Skipgrams for Pattern Discovery in Polyphonic Streams
Christoph Finkensiep | Markus Neuwirth | Martin Rohrmeier

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Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures
Igor Vatolkin | Günter Rudolph

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Instrudive: A Music Visualization System Based on Automatically Recognized Instrumentation
Takumi Takahashi | Satoru Fukayama | Masataka Goto

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Instrument Activity Detection in Polyphonic Music using Deep Neural Networks
Siddharth Gururani | Cameron Summers | Alexander Lerch

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Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning
Juan S. Gómez | Jakob Abeßer | Estefanía Cano

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Aligned Sub-Hierarchies: A Structure-based Approach to the Cover Song Task
Katherine M. Kinnaird

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Audio-to-Score Alignment using Transposition-invariant Features
Andreas Arzt | Stefan Lattner

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Semi-supervised Lyrics and Solo-singing Alignment
Chitralekha Gupta | Rong Tong | Haizhou Li | Ye Wang

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Concert Stitch: Organization and Synchronization of Crowd Sourced Recordings
Vinod Subramanian | Alexander Lerch

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A Data-driven Approach to Mid-level Perceptual Musical Feature Modeling
Anna Aljanaki | Mohammad Soleymani

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Disambiguating Music Artists at Scale with Audio Metric Learning
Jimena Royo-Letelier | Romain Hennequin | Viet-Anh Tran | Manuel Moussallam

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Driftin' Down the Scale: Dynamic Time Warping in the Presence of Pitch Drift and Transpositions
Simon Waloschek | Aristotelis Hadjakos

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Audio Based Disambiguation of Music Genre Tags
Romain Hennequin | Jimena Royo-Letelier | Manuel Moussallam

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Learning Domain-Adaptive Latent Representations of Music Signals Using Variational Autoencoders
Yin-Jyun Luo | Li Su

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Learning Interval Representations from Polyphonic Music Sequences
Stefan Lattner | Maarten Grachten | Gerhard Widmer

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Influences on the Social Practices Surrounding Commercial Music Services: A Model for Rich Interactions
Louis Spinelli | Josephine Lau | Liz Pritchard | Jin Ha Lee

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Investigating Cross-Country Relationship between Users' Social Ties and Music Mainstreaminess
Christine Bauer | Markus Schedl

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Listener Anonymizer: Camouflaging Play Logs to Preserve User's Demographic Anonymity
Kosetsu Tsukuda | Satoru Fukayama | Masataka Goto

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On the Impact of Music on Decision Making in Cooperative Tasks
Elad Liebman | Corey N. White | Peter Stone

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VenueRank: Identifying Venues that Contribute to Artist Popularity
Emmanouil Krasanakis | Emmanouil Schinas | Symeon Papadopoulos | Yiannis Kompatsiaris | Pericles A. Mitkas

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The Many Faces of Users: Modeling Musical Preference
Eva Zangerle | Martin Pichl

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Representation Learning of Music Using Artist Labels
Jiyoung Park | Jongpil Lee | Jangyeon Park | Jung-Woo Ha | Juhan Nam

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Summarizing and Comparing Music Data and Its Application on Cover Song Identification
Diego Furtado Silva | Felipe Falcão | Nazareno Andrade

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Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model
Wei Tsung Lu | Li Su

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MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer
Gino Brunner | Andres Konrad | Yuyi Wang | Roger Wattenhofer

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Understanding a Deep Machine Listening Model Through Feature Inversion
Saumitra Mishra | Bob L. Sturm | Simon Dixon

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Comparing RNN Parameters for Melodic Similarity
Tian Cheng | Satoru Fukayama | Masataka Goto

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Visualization of Audio Data Using Stacked Graphs
Mathieu Lagrange | Mathias Rossignol | Grégoire Lafay

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Two Web Applications for Exploring Melodic Patterns in Jazz Solos
Klaus Frieler | Frank Höger | Martin Pfleiderer | Simon Dixon

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Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game
Matthias Dorfer | Florian Henkel | Gerhard Widmer

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Matrix Co-Factorization for Cold-Start Recommendation
Olivier Gouvert | Thomas Oberlin | Cédric Févotte