International Society for Music Information Retrieval Conference (ISMIR) (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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Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
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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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Deep-Rhythm for Global Tempo Estimation in Music.
Hadrien Foroughmand|Geoffroy Peeters
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Controlling Symbolic Music Generation based on Concept Learning from Domain Knowledge.
Taketo Akama
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Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval.
Stefan Balke|Matthias Dorfer|Luís Carvalho|Andreas Arzt|Gerhard Widmer
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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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Backtracking Search Heuristics for Solving the All-partition Array Problem.
Brian Bemman|David Meredith
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Generalized Metrics for Single-f0 Estimation Evaluation.
Rachel M. Bittner|Juan J. Bosch
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mirdata: Software for Reproducible Usage of Datasets.
Rachel M. Bittner|Magdalena Fuentes|David Rubinstein|Andreas Jansson|Keunwoo Choi|Thor Kell
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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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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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Self-Supervised Methods for Learning Semantic Similarity in Music.
Mason Bretan|Larry P. Heck
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Microtiming Analysis in Traditional Shetland Fiddle Music.
Estefanía Cano|Scott Beveridge
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Data Usage in MIR: History & Future Recommendations.
Wenqin Chen|Jessica Keast|Jordan Moody|Corinne Moriarty|Felicia Villalobos|Virtue Winter|Xueqi Zhang|Xuanqi Lyu|Elizabeth Freeman|Jessie Wang|Sherry Cai|Katherine M. Kinnaird
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Harmony Transformer: Incorporating Chord Segmentation into Harmony Recognition.
Tsung-Ping Chen|Li Su
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Deep Unsupervised Drum Transcription.
Keunwoo Choi|Kyunghyun Cho
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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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Towards Explainable Music Emotion Recognition: The Route via Mid-level Features.
Shreyan Chowdhury|Andreu Vall|Verena Haunschmid|Gerhard Widmer
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Supervised Symbolic Music Style Translation Using Synthetic Data.
Ondrej Cífka|Umut Simsekli|Gaël Richard
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humdrumR: a New Take on an Old Approach to Computational Musicology.
Nathaniel Condit-Schultz|Claire Arthur
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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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Community-Based Cover Song Detection.
Jonathan Donier
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Cover Detection Using Dominant Melody Embeddings.
Guillaume Doras|Geoffroy Peeters
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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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Folded CQT RCNN For Real-time Recognition of Instrument Playing Techniques.
Jean-François Ducher|Philippe Esling
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Modeling Music Modality with a Key-Class Invariant Pitch Chroma CNN.
Anders Elowsson|Anders Friberg
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Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Style.
Jeffrey Ens|Philippe Pasquier
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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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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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Modeling and Learning Structural Breaks in Sonata Forms.
Laurent Feisthauer|Louis Bigo|Mathieu Giraud
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Learning to Generate Music With Sentiment.
Lucas Ferreira|Jim Whitehead
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Quantifying Disruptive Influence in the AllMusic Guide.
Flavio Figueiredo|Nazareno Andrade
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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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Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?.
Arthur Flexer|Taric Lallai
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Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning.
Magdalena Fuentes|Lucas Simões Maia|Martín Rocamora|Luiz W. P. Biscainho|Hélène C. Crayencour|Slim Essid|Juan Pablo Bello
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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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Estimating Unobserved Audio Features for Target-Based Orchestration.
Jon Gillick|Carmine-Emanuele Cella|David Bamman
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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 T. Ireland
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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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Auto-adaptive Resonance Equalization using Dilated Residual Networks.
Maarten Grachten|Emmanuel Deruty|Alexandre Tanguy
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An Attention Mechanism for Musical Instrument Recognition.
Siddharth Gururani|Mohit Sharma|Alexander Lerch
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Fast and Flexible Neural Audio Synthesis.
Lamtharn Hantrakul|Jesse H. Engel|Adam Roberts|Chenjie Gu
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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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Automatic Music Transcription and Ethnomusicology: a User Study.
Andre Holzapfel|Emmanouil Benetos
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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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Approachable Music Composition with Machine Learning at Scale.
Cheng-Zhi Anna Huang|Curtis Hawthorne|Adam Roberts|Monica Dinculescu|James Wexler|Leon Hong|Jacob Howcroft
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Automatic Assessment of Sight-reading Exercises.
Jiawen Huang|Alexander Lerch
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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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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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Large-vocabulary Chord Transcription Via Chord Structure Decomposition.
Junyan Jiang|Ke Chen|Wei Li|Gus Xia
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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
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Learning Similarity Metrics for Melody Retrieval.
Folgert Karsdorp|Peter van Kranenburg|Enrique Manjavacas
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An Initial Computational Model for Musical Schemata Theory.
Andreas Katsiavalos|Tom Collins|Bret Battey
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Towards Interpretable Polyphonic Transcription with Invertible Neural Networks.
Rainer Kelz|Gerhard Widmer
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Adversarial Learning for Improved Onsets and Frames Music Transcription.
Jong Wook Kim|Juan Pablo Bello
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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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Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models.
Christos Koutlis|Manos Schinas|Vasiliki Gkatziaki|Symeon Papadopoulos|Yiannis Kompatsiaris
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Learning Complex Basis Functions for Invariant Representations of Audio.
Stefan Lattner|Monika Dörfler|Andreas Arzt
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Audio Query-based Music Source Separation.
Jie Hwan Lee|Hyeong-Seok Choi|Kyogu Lee
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Automatic Choreography Generation with Convolutional Encoder-decoder Network.
Juheon Lee|Seohyun Kim|Kyogu Lee
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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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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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Temporal Convolutional Networks for Speech and Music Detection in Radio Broadcast.
Quentin Lemaire|Andre Holzapfel
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Music Performance Analysis: A Survey.
Alexander Lerch|Claire Arthur|Ashis Pati|Siddharth Gururani
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Query by Video: Cross-modal Music Retrieval.
Bochen Li|Aparna Kumar
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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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The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications.
Thomas Low|Christian Hentschel|Sayantan Polley|Anustup Das|Harald Sack|Andreas Nürnberger|Sebastian Stober
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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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Mosaic Style Transfer Using Sparse Autocorrelograms.
Daniel MacKinlay|Zdravko I. Botev
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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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Rendering Music Performance With Interpretation Variations Using Conditional Variational RNN.
Akira Maezawa|Kazuhiko Yamamoto|Takuya Fujishima
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SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis.
Lucas Simões Maia|Magdalena Fuentes|Luiz W. P. Biscainho|Martín Rocamora|Slim Essid
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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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FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing.
Meinard Müller|Frank Zalkow
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The Harmonix Set: Beats, Downbeats, and Functional Segment Annotations of Western Popular Music.
Oriol Nieto|Matthew C. McCallum|Matthew E. P. Davies|Andrew Robertson|Adam M. Stark|Eran Egozy
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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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Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition.
Alexander Pacha|Jorge Calvo-Zaragoza|Jan Hajic jr.
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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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A Bi-Directional Transformer for Musical Chord Recognition.
Jonggwon Park|Kyoyun Choi|Sungwook Jeon|Dokyun Kim|Jonghun Park
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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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Tunes Together: Perception and Experience of Collaborative Playlists.
So Yeon Park|Audrey Laplante|Jin Ha Lee|Blair Kaneshiro
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Evolution of the Informational Complexity of Contemporary Western Music.
Thomas Parmer|Yong-Yeol Ahn
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Learning to Traverse Latent Spaces for Musical Score Inpainting.
Ashis Pati|Alexander Lerch|Gaëtan Hadjeres
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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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20 Years of Playlists: A Statistical Analysis on Popularity and Diversity.
Lorenzo Porcaro|Emilia Gómez
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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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Scalable Searching and Ranking for Melodic Pattern Queries.
Philippe Rigaux|Nicolas Travers
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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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Detecting Stable Regions in Frequency Trajectories for Tonal Analysis of Traditional Georgian Vocal Music.
Sebastian Rosenzweig|Frank Scherbaum|Meinard Müller
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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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SUPRA: Digitizing the Stanford University Piano Roll Archive.
Zhengshan Shi|Craig Sapp|Kumaran Arul|Jerry McBride|Julius O. Smith III
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A Convolutional Approach to Melody Line Identification in Symbolic Scores.
Federico Simonetta|Carlos Eduardo Cancino-Chacón|Stavros Ntalampiras|Gerhard Widmer
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Mapping Timing Strategies in Drum Performance.
George Sioros|Guilherme Câmara|Anne Danielsen
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Unmixer: An Interface for Extracting and Remixing Loops.
Jordan B. L. Smith|Yuta Kawasaki|Masataka Goto
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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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MIDI-Sheet Music Alignment Using Bootleg Score Synthesis.
Thitaree Tanprasert|Teerapat Jenrungrot|Meinard Müller|Timothy Tsai
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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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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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JosquIntab: A Dataset for Content-based Computational Analysis of Music in Lute Tablature.
Reinier de Valk|Ryaan Ahmed|Tim Crawford
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Convolutional Composer Classification.
Harsh Verma|John Thickstun
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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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Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals.
Changhong Wang|Emmanouil Benetos|Vincent Lostanlen|Elaine Chew
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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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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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Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix.
I-Chieh Wei|Chih-Wei Wu|Li Su
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Guitar Tablature Estimation with a Convolutional Neural Network.
Andrew Wiggins|Youngmoo E. Kim
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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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Deep Music Analogy Via Latent Representation Disentanglement.
Ruihan Yang|Dingsu Wang|Ziyu Wang|Tianyao Chen|Junyan Jiang|Gus Xia
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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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A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction.
Adrien Ycart|Daniel Stoller|Emmanouil Benetos
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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
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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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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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Hierarchical Classification Networks for Singing Voice Segmentation and Transcription.
Zih-Sing Fu|Li Su