International Society for Music Information Retrieval Conference (2020)

Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Music Structure Analysis Based on an LSTM-HSMM Hybrid Model
Go Shibata | Ryo Nishikimi | Kazuyoshi Yoshii

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Measuring disruption in song similarity networks
Felipe Falcão | Nazareno Andrade | Flavio V. D. de Figueiredo | Diego Furtado Silva | Fábio Morais

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Connective Fusion: Learning Transformational Joining of Sequences with Application to Melody Creation
Taketo Akama

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Towards Multimodal MIR: Predicting individual differences from music-induced movement
Yudhik Agrawal | Samyak Jain | Emily Carlson | Petri Toiviainen | Vinoo Alluri

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Improved Handling of Repeats and Jumps in Audio–Sheet Image Synchronization
Mengyi Shan | Timothy Tsai

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Zero-Shot Singing Voice Conversion
Shahan Nercessian

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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Ke Chen | Cheng-i Wang | Taylor Berg-Kirkpatrick | Shlomo Dubnov

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Joint analysis of mode and playing technique in Guqin performance with machine learning
Yu-Fen Huang | Jeng-I Liang | I-Chieh Wei | Li Su

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Semi-supervised learning using teacher-student models for vocal melody extraction
Sangeun Kum | Jing-Hua Lin | Li Su | Juhan Nam

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MusPy: A Toolkit for Symbolic Music Generation
Hao-Wen Dong | Ke Chen | Julian J. McAuley | Taylor Berg-Kirkpatrick

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Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling
Hao Hao Tan | Dorien Herremans

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Few-shot Drum Transcription in Polyphonic Music
Yu Wang | Justin Salamon | Mark Cartwright | Nicholas J. Bryan | Juan Pablo Bello

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dMelodies: A Music Dataset for Disentanglement Learning
Ashis Pati | Siddharth Kumar Gururani | Alexander Lerch

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The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures
Shih-Lun Wu | Yi-Hsuan Yang

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Explaining Perceived Emotion Predictions in Music: An Attentive Approach
Sanga Chaki | Pranjal Doshi | Sourangshu Bhattacharya | Priyadarshi Patnaik

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Pandemics, music, and collective sentiment: evidence from the outbreak of COVID-19
Meijun Liu | Eva Zangerle | Xiao Hu | Alessandro B. Melchiorre | Markus Schedl

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Improving Polyphonic Music Models with Feature-rich Encoding
Omar Peracha

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Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
Timothy Tsai | Kevin Ji

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Using Weakly Aligned Score-Audio Pairs to Train Deep Chroma Models for Cross-Modal Music Retrieval
Frank Zalkow | Meinard Müller

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Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation
Woo-Sung Choi | Minseok Kim | Jaehwa Chung | Daewon Lee | Soonyoung Jung

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Discourse not Dualism: An Interdisciplinary Dialogue on Sonata Form in Beethoven's Early Piano Sonatas
Christof Weiss | Stephanie Klauk | Mark Gotham | Meinard Müller | Rainer Kleinertz

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The Jazz Harmony Treebank
Daniel Harasim | Christoph Finkensiep | Petter Ericson | Timothy J. O'Donnell | Martin Rohrmeier

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Downbeat Tracking with Tempo Invariant Convolutional Neural Networks
Bruno Di Giorgi | Matthias Mauch | Mark Levy

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A Simple Method for User-Driven Music Thumbnailing
Arianne N. van Nieuwenhuijsen | John Ashley Burgoyne | Frans Wiering | Mick Sneekes

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Score-Informed Source Separation of Choral Music
Matan Gover | Philippe Depalle

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Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors
Cynthia C. S. Liem | Chris Mostert

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Artist gender representation in music streaming
Avriel Epps-Darling | Henriette Cramer | Romain Takeo Bouyer

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Data Cleansing with Contrastive Learning for Vocal Note Event Annotations
Gabriel Meseguer-Brocal | Rachel M. Bittner | Simon Durand | Brian Brost

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Multidimensional similarity modelling of complex drum loops using the GrooveToolbox
Fred Bruford | Olivier Lartillot | SKoT McDonald | Mark B. Sandler

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Rule Mining for Local Boundary Detection in Melodies
Peter van Kranenburg

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Combining musical features for cover detection
Guillaume Doras | Furkan Yesiler | Joan Serrà | Emilia Gómez | Geoffroy Peeters

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Should we consider the users in contextual music auto-tagging models?
Karim M. Ibrahim | Elena V. Epure | Geoffroy Peeters | Gaël Richard

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Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks
Helena Cuesta | Brian McFee | Emilia Gómez

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The multiple voices of musical emotions: source separation for improving music emotion recognition models and their interpretability
Jacopo de Berardinis | Angelo Cangelosi | Eduardo Coutinho

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Bistate reduction and comparison of drum patterns
Olivier Lartillot | Fred Bruford

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Multi-Instrument Music Transcription Based on Deep Spherical Clustering of Spectrograms and Pitchgrams
Keitaro Tanaka | Takayuki Nakatsuka | Ryo Nishikimi | Kazuyoshi Yoshii | Shigeo Morishima

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SuPP & MaPP: Adaptable Structure-Based Representations for MIR Tasks
Claire Savard | Erin H. Bugbee | Melissa R. McGuirl | Katherine M. Kinnaird

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A Method for Analysis of Shared Structure in Large Music Collections using Techniques from Genetic Sequencing and Graph Theory
Florian Thalmann | Kazuyoshi Yoshii | Thomas Wilmering | Geraint A. Wiggins | Mark B. Sandler

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A Chorus-Section Detection Method for Lyrics Text
Kento Watanabe | Masataka Goto

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Chord Jazzification: Learning Jazz Interpretations of Chord Symbols
Tsung-Ping Chen | Satoru Fukayama | Masataka Goto | Li Su

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Hierarchical Musical Instrument Separation
Ethan Manilow | Gordon Wichern | Jonathan Le Roux

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Tag2Risk: Harnessing Social Music Tags for Characterizing Depression Risk
Aayush Surana | Yash Goyal | Manish Shrivastava | Suvi Saarikallio | Vinoo Alluri

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Programming Inequality: Gender Representation on Canadian Country Radio (2005-2019)
Jada Emily Watson

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Dance Beat Tracking from Visual Information Alone
Fabrizio Pedersoli | Masataka Goto

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Automatic Rank-Ordering of Singing Vocals with Twin-Neural Network
Chitralekha Gupta | Lin Huang | Haizhou Li

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Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops
Bo-Yu Chen | Jordan B. L. Smith | Yi-Hsuan Yang

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Metric learning vs classification for disentangled music representation learning
Jongpil Lee | Nicholas J. Bryan | Justin Salamon | Zeyu Jin | Juhan Nam

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User Insights on Diversity in Music Recommendation Lists
Kyle Robinson | Dan Brown | Markus Schedl

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Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model
Taegyun Kwon | Dasaem Jeong | Juhan Nam

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Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory
Christopher J. Tralie | Elizabeth Dempsey

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Classifying Leitmotifs in Recordings of Operas by Richard Wagner
Michael Krause | Frank Zalkow | Julia Zalkow | Christof Weiss | Meinard Müller

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Camera-Based Piano Sheet Music Identification
Daniel Yang | Timothy Tsai

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User Perceptions Underlying Social Music Behavior
Louis Spinelli | Josephine Lau | Jin Ha Lee

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The Rhythmic Dictator: Does Gamification of Rhythm Dictation Exercises Help?
Matevz Pesek | Lovro Suhadolnik | Peter Savli | Matija Marolt

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Learning to Denoise Historical Music
Yunpeng Li | Marco Tagliasacchi | Beat Gfeller | Dominik Roblek

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Multilingual lyrics-to-audio alignment
Andrea Vaglio | Romain Hennequin | Manuel Moussallam | Gaël Richard | Florence d'Alché-Buc

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Voice-Leading Schema Recognition Using Rhythm and Pitch Features
Christoph Finkensiep | Ken Déguernel | Markus Neuwirth | Martin Rohrmeier

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ASAP: a dataset of aligned scores and performances for piano transcription
Francesco Foscarin | Andrew McLeod | Philippe Rigaux | Florent Jacquemard | Masahiko Sakai

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Ultra-light deep MIR by trimming lottery tickets
Philippe Esling | Théis Bazin | Adrien Bitton | Tristan Carsault | Ninon Devis

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A Neural Approach for Full-Page Optical Music Recognition of Mensural Documents
Francisco J. Castellanos | Jorge Calvo-Zaragoza | José M. Iñesta

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Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG
André Ofner | Sebastian Stober

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Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation
Sebastian Böck | Matthew E. P. Davies

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Exploring Acoustic Similarity for Novel Music Recommendation
Derek Cheng | Thorsten Joachims | Douglas Turnbull

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DRUMGAN: Synthesis of Drum Sounds with Timbral Feature Conditioning Using Generative Adversarial Networks
Javier Nistal | Stefan Lattner | Gaël Richard

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A Deep Learning Based Analysis-Synthesis Framework For Unison Singing
Pritish Chandna | Helena Cuesta | Emilia Gómez

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Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web
Albin Andrew Correya | Dmitry Bogdanov | Luis Joglar-Ongay | Xavier Serra

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On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game
Carlos Eduardo Cancino Chacón | Silvan Peter | Shreyan Chowdhury | Anna Aljanaki | Gerhard Widmer

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Towards a Formalization of Musical Rhythm
Martin Rohrmeier

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Practical Evaluation of Repeated Recommendations in Personalized Music Discovery
Brian Manolovitz | Mitsunori Ogihara

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Automatic Figured Bass Annotation Using the New Bach Chorales Figured Bass Dataset
Yaolong Ju | Sylvain Margot | Cory McKay | Luke Dahn | Ichiro Fujinaga

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A corpus-based analysis of syncopated patterns in ragtime
Phillip B. Kirlin

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Play Music: User Motivations and Expectations for Non-Specific Voice Queries
Jennifer Thom | Angela Nazarian | Ruth Brillman | Henriette Cramer | Sarah Mennicken

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Learning Interpretable Representation for Controllable Polyphonic Music Generation
Ziyu Wang | Dingsu Wang | Yixiao Zhang | Gus Xia

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Attributes-Aware Deep Music Transformation
Lisa Kawai | Philippe Esling | Tatsuya Harada

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Structural Segmentation of Dhrupad Vocal Bandish Audio based on Tempo
Rohit M. A. | Vinutha T. P. | Preeti Rao

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Exploring Aligned Lyrics-informed Singing Voice Separation
Chang-Bin Jeon | Hyeong-Seok Choi | Kyogu Lee

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Score following with hidden tempo using a switching state-space model
Yucong Jiang

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Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds
Yin-Jyun Luo | Kin Wai Cheuk | Tomoyasu Nakano | Masataka Goto | Dorien Herremans

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Human-AI Co-Creation in Songwriting
Cheng-Zhi Anna Huang | Hendrik Vincent Koops | Ed Newton-Rex | Monica Dinculescu | Carrie Cai

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Analysis of Song/Artist Latent Features and Its Application for Song Search
Kosetsu Tsukuda | Masataka Goto

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Detecting Collaboration Profiles in Success-based Music Genre Networks
Gabriel P. Oliveira | Mariana Santos | Danilo B. Seufitelli | Anísio Lacerda | Mirella M. Moro

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Deep Learning Based Source Separation Applied To Choir Ensembles
Darius Petermann | Pritish Chandna | Helena Cuesta | Jordi Bonada | Emilia Gómez

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A Combination of Local Approaches for Hierarchical Music Genre Classification
Antonio Rafael Sabino Parmezan | Diego Furtado Silva | Gustavo E. A. P. A. Batista

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Multitask Learning for Instrument Activation Aware Music Source Separation
Yun-Ning Hung | Alexander Lerch

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Automatic Composition of Guitar Tabs by Transformers and Groove Modeling
Yu-Hua Chen | Yu-Siang Huang | Wen-Yi Hsiao | Yi-Hsuan Yang

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A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment
Taejun Kim | Minsuk Choi | Evan Sacks | Yi-Hsuan Yang | Juhan Nam

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Modeling and Estimating Local Tempo: A Case Study on Chopin's Mazurkas
Hendrik Schreiber | Frank Zalkow | Meinard Müller

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Learning to Read and Follow Music in Complete Score Sheet Images
Florian Henkel | Rainer Kelz | Gerhard Widmer

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Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation
Axel Marmoret | Jeremy E. Cohen | Frédéric Bimbot | Nancy Bertin

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Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation
Elena V. Epure | Guillaume Salha | Romain Hennequin

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Modelling Hierarchical Key Structure With Pitch Scapes
Robert Lieck | Martin Rohrmeier

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Content based singing voice source separation via strong conditioning using aligned phonemes
Gabriel Meseguer-Brocal | Geoffroy Peeters

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BebopNet: Deep Neural Models for Personalized Jazz Improvisations
Shunit Haviv Hakimi | Nadav Bhonker | Ran El-Yaniv

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How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY
Jin Ha Lee | Anh Thu Nguyen

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The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction
Andrew McLeod | James Owers | Kazuyoshi Yoshii

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Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification
Juan Sebastián Gómez Cañón | Estefanía Cano | Perfecto Herrera | Emilia Gómez

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Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks
Jaehun Kim | Andrew M. Demetriou | Sandy Manolios | Maria Stella Tavella | Cynthia C. S. Liem

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Mode classification and natural units in plainchant
Bas Cornelissen | Willem H. Zuidema | John Ashley Burgoyne

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CONLON: A Pseudo-Song Generator Based on a New Pianoroll, Wasserstein Autoencoders, and Optimal Interpolations
Luca Angioloni | Valentijn Borghuis | Lorenzo Brusci | Paolo Frasconi

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Less is more: Faster and better music version identification with embedding distillation
Furkan Yesiler | Joan Serrà | Emilia Gómez

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Generating Music with a Self-Correcting Non-Chronological Autoregressive Model
Wayne Chi | Prachi Kumar | Suri Yaddanapudi | Rahul Suresh | Umut Isik

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Score-informed Networks for Music Performance Assessment
Jiawen Huang | Yun-Ning Hung | Ashis Pati | Siddharth Kumar Gururani | Alexander Lerch

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Hierarchical Timbre-painting and Articulation Generation
Michael Michelashvili | Lior Wolf

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From Music Ontology towards Ethno-Music-Ontology
Polina Proutskova | Anja Volk | Peyman Heydarian | György Fazekas