The International Society of Music Information Retrieval


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Conferences / ISMIR 2019

Full Proceedings

Papers
Wenqin Chen, Jessica Keast, Jordan Moody, Corinne Moriarty, Felicia Villalobos, Virtue Winter, Xueqi Zhang, Xuanqi Lyu, Elizabeth Freeman, Jessie Wang, Sherry Cai, Katherine Kinnaird
Data Usage in MIR: History & Future Recommendations 25-32 [pdf]
Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani
Music Performance Analysis: A Survey 33-43 [pdf]
Peter Knees, Markus Schedl, Masataka Goto
Intelligent User Interfaces for Music Discovery: The Past 20 Years and What’s to Come 44-53 [pdf]
Johan Pauwels, Ken O’Hanlon, Emilia Gomez, Mark B. Sandler
20 Years of Automatic Chord Recognition from Audio 54-63 [pdf]
Jeong Choi, Jongpil Lee, Jiyoung Park, Juhan Nam
Zero-shot Learning for Audio-based Music Classification and Tagging 67-74 [pdf]
Alexander Pacha, Jorge Calvo-Zaragoza, Jan Hajič, jr.
Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition 75-82 [pdf]
Siddharth Gururani, Mohit Sharma, Alexander Lerch
An Attention Mechanism for Musical Instrument Recognition 83-90 [pdf]
Thitaree Tanprasert, Teerapat Jenrungrot, Meinard Müller, Timothy Tsai
MIDI-Sheet Music Alignment Using Bootleg Score Synthesis 91-98 [pdf]
Rachel Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
mirdata: Software for Reproducible Usage of Datasets 99-106 [pdf]
Guillaume Doras, Geoffroy Peeters
Cover Detection Using Dominant Melody Embeddings 107-114 [pdf]
Yu-Fen Huang, Tsung-Ping Chen, Nikki Moran, Simon Coleman, Li Su
Identifying Expressive Semantics in Orchestral Conducting Kinematics 115-122 [pdf]
Mark Gotham, Dmitri Tymoczko, Michael Cuthbert
The RomanText Format: A Flexible and Standard Method for Representing Roman Numerial Analyses 123-129 [pdf]
Lorenzo Porcaro, Emilia Gomez
20 Years of Playlists: A Statistical Analysis on Popularity and Diversity 130-136 [pdf]
Simon Waloschek, Aristotelis Hadjakos, Alexander Pacha
Identification and Cross-Document Alignment of Measures in Music Score Images 137-143 [pdf]
Kento Watanabe, Masataka Goto
Query-by-Blending: A Music Exploration System Blending Latent Vector Representations of Lyric Word, Song Audio, and Artist 144-151 [pdf]
Brian McFee, Katherine Kinnaird
Improving Structure Evaluation Through Automatic Hierarchy Expansion 152-158 [pdf]
Gabriel Meseguer Brocal, Geoffroy Peeters
Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations 159-165 [pdf]
Andreas Katsiavalos, Tom Collins, Bret Battey
An Initial Computational Model for Musical Schemata Theory 166-172 [pdf]
Thomas Parmer, Yong-Yeol Ahn
Evolution of the Informational Complexity of Contemporary Western Music 175-182 [pdf]
Keunwoo Choi, Kyunghyun Cho
Deep Unsupervised Drum Transcription 183-191 [pdf]
Jon Gillick, Carmine-Emanuele Cella, David Bamman
Estimating Unobserved Audio Features for Target-Based Orchestration 192-199 [pdf]
Jonathan Driedger, Hendrik Schreiber, Bas de Haas, Meinard Müller
Towards Automatically Correcting Tapped Beat Annotations for Music Recordings 200-207 [pdf]
Berit Janssen, Tom Collins, Iris Yuping Ren
Algorithmic Ability to Predict the Musical Future: Datasets and Evaluation 208-215 [pdf]
Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval 216-222 [pdf]
Thomas Nuttall, Miguel García-Casado, Víctor Núñez-Tarifa, Rafael Caro Repetto, Xavier Serra
Contributing to New Musicological Theories with Computational Methods: The Case of Centonization in Arab-Andalusian Music 223-228 [pdf]
Quentin Lemaire, Andre Holzapfel
Temporal Convolutional Networks for Speech and Music Detection in Radio Broadcast 229-236 [pdf]
Shreyan Chowdhury, Andreu Vall Portabella, Verena Haunschmid, Gerhard Widmer
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features 237-243 [pdf]
Jonathan Donier
Community-Based Cover Song Detection 244-250 [pdf]
Magdalena Fuentes, Lucas Maia, Martín Rocamora, Luiz Biscainho, Helene-Camille Crayencour, Slim Essid, Juan Bello
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning 251-258 [pdf]
Tsung-Ping Chen, Li Su
Harmony Transformer: Incorporating Chord Segmentation into Harmony Recognition 259-267 [pdf]
Go Shibata, Ryo Nishikimi, Eita Nakamura, Kazuyoshi Yoshii
Statistical Music Structure Analysis Based on a Homogeneity-, Repetitiveness-, and Regularity-Aware Hierarchical Hidden Semi-Markov Model 268-275 [pdf]
Christof Weiss, Sebastian J. Schlecht, Sebastian Rosenzweig, Meinard Müller
Towards Measuring Intonation Quality of Choir Recordings: A Case Study on Bruckner’s Locus Iste 276-283 [pdf]
Andrew Wiggins, Youngmoo Kim
Guitar Tablature Estimation with a Convolutional Neural Network 284-291 [pdf]
Kyungyun Lee, Juhan Nam
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice 295-302 [pdf]
Morteza Behrooz, Sarah Mennicken, Jennifer Thom, Rohit Kumar, Henriette Cramer
Augmenting Music Listening Experiences on Voice Assistants 303-310 [pdf]
John Thickstun, Zaid Harchaoui, Dean Foster, Sham Kakade
Coupled Recurrent Models for Polyphonic Music Composition 311-318 [pdf]
Eva Zangerle, Michael Vötter, Ramona Huber, Yi-Hsuan Yang
Hit Song Prediction: Leveraging Low- and High-Level Audio Features 319-326 [pdf]
Furkan Yesiler, Chris Tralie, Albin Correya, Diego Furtado Silva, Philip Tovstogan, Emilia Gomez, Xavier Serra
Da-TACOS: A Dataset for Cover Song Identification and Understanding 327-334 [pdf]
Daniel Harasim, Timothy O’Donnell, Martin Rohrmeier
Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony 335-342 [pdf]
Ashis Pati, Alexander Lerch, Gaëtan Hadjeres
Learning to Traverse Latent Spaces for Musical Score Inpainting 343-351 [pdf]
Sebastian Rosenzweig, Frank Scherbaum, Meinard Müller
Detecting Stable Regions in Frequency Trajectories for Tonal Analysis of Traditional Georgian Vocal Music 352-359 [pdf]
Dmitry Bogdanov, Alastair Porter, Hendrik Schreiber, Julián Urbano, Sergio Oramas
The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale 360-367 [pdf]
Christos Koutlis, Manos Schinas, Vasiliki Gkatziaki, Symeon Papadopoulos, Yiannis Kompatsiaris
Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models 368-375 [pdf]
Rainer Kelz, Gerhard Widmer
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks 376-383 [pdf]
Lucas Ferreira, Jim Whitehead
Learning to Generate Music With Sentiment 384-390 [pdf]
Brian Bemman, David Meredith
Backtracking Search Heuristics for Solving the All-partition Array Problem 391-397 [pdf]
Laurent Feisthauer, Louis Bigo, Mathieu Giraud
Modeling and Learning Structural Breaks in Sonata Forms 398-404 [pdf]
Maarten Grachten, Emmanuel Deruty, Alexandre Tanguy
Auto-adaptive Resonance Equalization using Dilated Residual Networks 405-411 [pdf]
Xiao Hu, Ying Que, Noriko Kando, Wenwei Lian
Analyzing User Interactions with Music Information Retrieval System: An Eye-tracking Approach 415-422 [pdf]
Saebyul Park, Taegyun Kwon, Jongpil Lee, Jeounghoon Kim, Juhan Nam
A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity 423-430 [pdf]
Reinier de Valk, Ryaan Ahmed, Tim Crawford
JosquIntab: A Dataset for Content-based Computational Analysis of Music in Lute Tablature 431-438 [pdf]
Felipe Falcão, Barış Bozkurt, Xavier Serra, Nazareno Andrade, Ozan Baysal
A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System 439-445 [pdf]
Mason Bretan, Larry Heck
Self-Supervised Methods for Learning Semantic Similarity in Music 446-453 [pdf]
Adrien Ycart, Andrew McLeod, Emmanouil Benetos, Kazuyoshi Yoshii
Blending Acoustic and Language Model Predictions for Automatic Music Transcription 454-461 [pdf]
Christoph Finkensiep, Richard Widdess, Martin Rohrmeier
Modelling the Syntax of North Indian Melodies with a Generalized Graph Grammar 462-469 [pdf]
Adrien Ycart, Daniel Stoller, Emmanouil Benetos
A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction 470-477 [pdf]
Folgert Karsdorp, Peter Kranenburg, Enrique Manjavacas
Learning Similarity Metrics for Melody Retrieval 478-485 [pdf]
Sebastian Böck, Matthew Davies, Peter Knees
Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other 486-493 [pdf]
Arthur Flexer, Taric Lallai
Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity? 494-500 [pdf]
Shuhei Tsuchida, Satoru Fukayama, Masahiro Hamasaki, Masataka Goto
AIST Dance Video Database: Multi-Genre, Multi-Dancer, and Multi-Camera Database for Dance Information Processing 501-510 [pdf]
Estefania Cano, Scott Beveridge
Microtiming Analysis in Traditional Shetland Fiddle Music 511-516 [pdf]
Zhengshan Shi, Craig Sapp, Kumaran Arul, Jerry McBride, Julius Smith
SUPRA: Digitizing the Stanford University Piano Roll Archive 517-523 [pdf]
Lamtharn Hantrakul, Jesse Engel, Adam Roberts, Chenjie Gu, Lamtharn Hantrakul
Fast and Flexible Neural Audio Synthesis 524-530 [pdf]
Sathwik Tejaswi Madhusudhan, Girish Chowdhary
DeepSRGM - Sequence Classification and Ranking in Indian Classical Music Via Deep Learning 533-540 [pdf]
Anders Elowsson, Anders Friberg
Modeling Music Modality with a Key-Class Invariant Pitch Chroma CNN 541-548 [pdf]
Harsh Verma, John Thickstun
Convolutional Composer Classification 549-556 [pdf]
Emilia Parada-Cabaleiro, Anton Batliner, Björn Schuller
A Diplomatic Edition of Il Lauro Secco: Ground Truth for OMR of White Mensural Notation 557-564 [pdf]
Oriol Nieto, Matthew McCallum, Matthew Davies, Andrew Robertson, Adam Stark, Eran Egozy
The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music 565-572 [pdf]
Meinard Müller, Frank Zalkow
FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing 573-580 [pdf]
Jiawen Huang, Alexander Lerch
Automatic Assessment of Sight-reading Exercises 581-587 [pdf]
Ondřej Cífka, Umut Simsekli, Gael Richard
Supervised Symbolic Music Style Translation Using Synthetic Data 588-595 [pdf]
Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
Deep Music Analogy Via Latent Representation Disentanglement 596-603 [pdf]
Bochen Li, Aparna Kumar
Query by Video: Cross-modal Music Retrieval 604-611 [pdf]
Michael Taenzer, Jakob Abeßer, Stylianos I. Mimilakis, Christof Weiss, Meinard Müller
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings 612-619 [pdf]
Jonggwon Park, Kyoyun Choi, Sungwook Jeon, Dokyun Kim, Jonghun Park
A Bi-Directional Transformer for Musical Chord Recognition 620-627 [pdf]
Lucas Maia, Magdalena Fuentes, Luiz Biscainho, Martín Rocamora, Slim Essid
SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis 628-635 [pdf]
Hadrien Foroughmand, Geoffroy Peeters
Deep-Rhythm for Global Tempo Estimation in Music 636-643 [pdf]
Junyan Jiang, Ke Chen, Wei Li, Gus Xia
Large-vocabulary Chord Transcription Via Chord Structure Decomposition 644-651 [pdf]
Yichao Zhou, Wei Chu, Sam Young, Xin Chen
BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine 655-662 [pdf]
Jin Ha Lee, Liz Pritchard, Chris Hubbles
Can We Listen To It Together?: Factors Influencing Reception of Music Recommendations and Post-Recommendation Behavior 663-669 [pdf]
Jong Wook Kim, Juan Bello
Adversarial Learning for Improved Onsets and Frames Music Transcription 670-677 [pdf]
Andre Holzapfel, Emmanouil Benetos
Automatic Music Transcription and Ethnomusicology: a User Study 678-684 [pdf]
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison Cottrell, Julian McAuley
LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training 685-692 [pdf]
Mark Gotham, Matthew Ireland
Taking Form: A Representation Standard, Conversion Code, and Example Corpora for Recording, Visualizing, and Studying Analyses of Musical Form 693-699 [pdf]
Stefan Lattner, Monika Dörfler, Andreas Arzt
Learning Complex Basis Functions for Invariant Representations of Audio 700-707 [pdf]
Jean-Francois Ducher, Philippe Esling
Folded CQT RCNN For Real-time Recognition of Instrument Playing Techniques 708-714 [pdf]
Nathaniel Condit-Schultz, Claire Arthur
humdrumR: a New Take on an Old Approach to Computational Musicology 715-722 [pdf]
So Yeon Park, Audrey Laplante, Jin Ha Lee, Blair Kaneshiro
Tunes Together: Perception and Experience of Collaborative Playlists 723-730 [pdf]
Miguel Roman, Antonio Pertusa, Jorge Calvo-Zaragoza
A Holistic Approach to Polyphonic Music Transcription with Neural Networks 731-737 [pdf]
Rachel Bittner, Juan Jose Bosch
Generalized Metrics for Single-f0 Estimation Evaluation 738-745 [pdf]
Yin-Jyun Luo, Kat Agres, Dorien Herremans
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders 746-753 [pdf]
Thomas Low, Christian Hentschel, Sayantan Polley, Anustup Das, Harald Sack, Andreas Nurnberger, Sebastian Stober
The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications 754-760 [pdf]
Timothy de Reuse, Ichiro Fujinaga
Pattern Clustering in Monophonic Music by Learning a Non-Linear Embedding From Human Annotations 761-768 [pdf]
Thassilo Gadermaier, Gerhard Widmer
A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music 769-775 [pdf]
George Sioros, Guilherme Câmara, Anne Danielsen
Mapping Timing Strategies in Drum Performance 776-783 [pdf]
Li Li, Tomoki Toda, Kazuho Morikawa, Kazuhiro Kobayashi, Shoji Makino
Improving Singing Aid System for Laryngectomees With Statistical Voice Conversion and VAE-SPACE 784-790 [pdf]
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft
Approachable Music Composition with Machine Learning at Scale 793-800 [pdf]
Philippe Rigaux, Nicolas Travers
Scalable Searching and Ranking for Melodic Pattern Queries 801-808 [pdf]
Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals 809-815 [pdf]
Taketo Akama
Controlling Symbolic Music Generation based on Concept Learning from Domain Knowledge 816-823 [pdf]
Jordan Smith, Yuta Kawasaki, Masataka Goto
Unmixer: An Interface for Extracting and Remixing Loops 824-831 [pdf]
Flavio Figueiredo, Nazareno Andrade
Quantifying Disruptive Influence in the AllMusic Guide 832-838 [pdf]
Elena Epure, Anis Khlif, Romain Hennequin
Leveraging knowledge bases and parallel annotations for music genre translation 839-846 [pdf]
I-Chieh Wei, Chih-Wei Wu, Li Su
Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix 847-854 [pdf]
Akira Maezawa, Kazuhiko Yamamoto, Takuya Fujishima
Rendering Music Performance With Interpretation Variations Using Conditional Variational RNN 855-861 [pdf]
Yaolong Ju, Samuel Howes, Cory McKay, Nathaniel Condit-Schultz, Jorge Calvo-Zaragoza, Ichiro Fujinaga
An Interactive Workflow for Generating Chord Labels for Homorhythmic Music in Symbolic Formats 862-869 [pdf]
Jeffrey Ens, Philippe Pasquier
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style 870-877 [pdf]
Jie Hwan Lee, Hyeong-Seok Choi, Kyogu Lee
Audio Query-based Music Source Separation 878-885 [pdf]
Daniel MacKinlay, Zdravko Botev
Mosaic Style Transfer Using Sparse Autocorrelograms 886-893 [pdf]
Juheon Lee, Seohyun Kim, Kyogu Lee
Automatic Choreography Generation with Convolutional Encoder-decoder Network 894-899 [pdf]
Fu Zih-Sing, Li Su
Hierarchical Classification Networks for Singing Voice Segmentation and Transcription 900-907 [pdf]
Dasaem Jeong, Taegyun Kwon, Yoojin Kim, Kyogu Lee, Juhan Nam
VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance 908-915 [pdf]
Daniel Yang, Thitaree Tanprasert, Teerapat Jenrungrot, Mengyi Shan, Timothy Tsai
MIDI Passage Retrieval Using Cell Phone Pictures of Sheet Music 916-923 [pdf]
Federico Simonetta, Carlos Eduardo Cancino-Chacón, Stavros Ntalampiras, Gerhard Widmer
A Convolutional Approach to Melody Line Identification in Symbolic Scores 924-931 [pdf]