International Society for Music Information Retrieval Conference (ISMIR) (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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Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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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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Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining.
Timothy Tsai|Kevin Ji
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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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Modeling Music and Code Knowledge to Support a Co-creative AI Agent for Education.
Jason Smith|Erin J. K. Truesdell|Jason Freeman|Brian Magerko|Kristy Elizabeth Boyer|Tom McKlin
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POP909: A Pop-Song Dataset for Music Arrangement Generation.
Ziyu Wang|Ke Chen|Junyan Jiang|Yiyi Zhang|Maoran Xu|Shuqi Dai|Gus Xia
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Learning Interpretable Representation for Controllable Polyphonic Music Generation .
Ziyu Wang|Dingsu Wang|Yixiao Zhang|Gus Xia
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PIANOTREE VAE: Structured Representation Learning for Polyphonic Music.
Ziyu Wang|Yiyi Zhang|Yixiao Zhang|Junyan Jiang|Ruihan Yang|Gus Xia|Junbo Zhao
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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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Few-shot Drum Transcription in Polyphonic Music.
Yu Wang|Justin Salamon|Mark Cartwright|Nicholas J. Bryan|Juan Pablo Bello
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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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Connective Fusion: Learning Transformational Joining of Sequences with Application to Melody Creation.
Taketo Akama
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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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Structural Segmentation of Dhrupad Vocal Bandish Audio based on Tempo.
Rohit M. A.|Vinutha T. P.|Preeti Rao
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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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Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation.
Sebastian Böck|Matthew E. P. Davies
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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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Sesquialtera in the Colombian bambuco: Perception and estimation of beat and meter.
Estefanía Cano|Fernando Mora Ángel|Gustavo López Gil|José Ricardo Zapata|Antonio Escamilla|Juan Fernando Alzate Londoño|Moises Betancur Peláez
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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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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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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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Explaining Perceived Emotion Predictions in Music: An Attentive Approach.
Sanga Chaki|Pranjal Doshi|Sourangshu Bhattacharya|Priyadarshi Patnaik
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A Deep Learning Based Analysis-Synthesis Framework For Unison Singing.
Pritish Chandna|Helena Cuesta|Emilia Gómez
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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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Exploring Acoustic Similarity for Novel Music Recommendation.
Derek Cheng|Thorsten Joachims|Douglas R. Turnbull
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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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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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Generating Music with a Self-Correcting Non-Chronological Autoregressive Model.
Wayne Chi|Prachi Kumar|Suri Yaddanapudi|Rahul Suresh|Umut Isik
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Mode classification and natural units in plainchant.
Bas Cornelissen|Willem H. Zuidema|John Ashley Burgoyne
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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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Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks.
Helena Cuesta|Brian McFee|Emilia Gómez
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Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto.
Matthew E. P. Davies|Magdalena Fuentes|João Fonseca|Luís Aly|Marco Jerónimo|Filippo Bonini Baraldi
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Data Quality Matters: Iterative Corrections on a Corpus of Mendelssohn String Quartets and Implications for MIR Analysis.
Jacob deGroot-Maggetti|Timothy de Reuse|Laurent Feisthauer|Samuel Howes|Yaolong Ju|Suzuka Kokubu|Sylvain Margot|Néstor Nápoles López|Finn Upham
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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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Combining musical features for cover detection.
Guillaume Doras|Furkan Yesiler|Joan Serrà|Emilia Gómez|Geoffroy Peeters
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Artist gender representation in music streaming.
Avriel Epps-Darling|Henriette Cramer|Romain Takeo Bouyer
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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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Ultra-light deep MIR by trimming lottery tickets.
Philippe Esling|Théis Bazin|Adrien Bitton|Tristan Carsault|Ninon Devis
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Measuring disruption in song similarity networks.
Felipe Falcão|Nazareno Andrade|Flavio Figueiredo|Diego Furtado Silva|Fábio Morais
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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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Downbeat Tracking with Tempo Invariant Convolutional Neural Networks.
Bruno Di Giorgi|Matthias Mauch|Mark Levy
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Score-Informed Source Separation of Choral Music.
Matan Gover|Philippe Depalle
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Automatic Rank-Ordering of Singing Vocals with Twin-Neural Network.
Chitralekha Gupta|Lin Huang|Haizhou Li
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BebopNet: Deep Neural Models for Personalized Jazz Improvisations.
Shunit Haviv Hakimi|Nadav Bhonker|Ran El-Yaniv
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The Jazz Harmony Treebank.
Daniel Harasim|Christoph Finkensiep|Petter Ericson|Timothy J. O'Donnell|Martin Rohrmeier
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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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Score-informed Networks for Music Performance Assessment.
Jiawen Huang|Yun-Ning Hung|Ashis Pati|Siddharth Kumar Gururani|Alexander Lerch
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Human-AI Co-Creation in Songwriting.
Cheng-Zhi Anna Huang|Hendrik Vincent Koops|Ed Newton-Rex|Monica Dinculescu|Carrie J. Cai
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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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Multitask Learning for Instrument Activation Aware Music Source Separation.
Yun-Ning Hung|Alexander Lerch
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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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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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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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Attributes-Aware Deep Music Transformation.
Lisa Kawai|Philippe Esling|Tatsuya Harada
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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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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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A corpus-based analysis of syncopated patterns in ragtime.
Phillip B. Kirlin
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Mood Classification Using Listening Data.
Filip Korzeniowski|Oriol Nieto|Matthew C. McCallum|Minz Won|Sergio Oramas|Erik M. Schmidt
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Rule Mining for Local Boundary Detection in Melodies.
Peter van Kranenburg
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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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Semi-supervised learning using teacher-student models for vocal melody extraction.
Sangeun Kum|Jing-Hua Lin|Li Su|Juhan Nam
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Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model.
Taegyun Kwon|Dasaem Jeong|Juhan Nam
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Bistate reduction and comparison of drum patterns.
Olivier Lartillot|Fred Bruford
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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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Modelling Hierarchical Key Structure With Pitch Scapes.
Robert Lieck|Martin Rohrmeier
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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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Learning to Denoise Historical Music.
Yunpeng Li|Marco Tagliasacchi|Beat Gfeller|Dominik Roblek
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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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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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Hierarchical Musical Instrument Separation.
Ethan Manilow|Gordon Wichern|Jonathan Le Roux
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Practical Evaluation of Repeated Recommendations in Personalized Music Discovery.
Brian Manolovitz|Mitsunori Ogihara
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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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The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction.
Andrew McLeod|James Owers|Kazuyoshi Yoshii
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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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Data Cleansing with Contrastive Learning for Vocal Note Event Annotations.
Gabriel Meseguer-Brocal|Rachel M. Bittner|Simon Durand|Brian Brost
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Hierarchical Timbre-painting and Articulation Generation.
Michael Michelashvili|Lior Wolf
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Zero-Shot Singing Voice Conversion.
Shahan Nercessian
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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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DRUMGAN: Synthesis of Drum Sounds with Timbral Feature Conditioning Using Generative Adversarial Networks.
Javier Nistal|Stefan Lattner|Gaël Richard
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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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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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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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dMelodies: A Music Dataset for Disentanglement Learning.
Ashis Pati|Siddharth Kumar Gururani|Alexander Lerch
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Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion.
Ayush Patwari|Nicholas Kong|Jun Wang|Ullas Gargi|Michele Covell|Aren Jansen
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Dance Beat Tracking from Visual Information Alone.
Fabrizio Pedersoli|Masataka Goto
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Improving Polyphonic Music Models with Feature-rich Encoding.
Omar Peracha
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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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Deep Learning Based Source Separation Applied To Choir Ensembles.
Darius Petermann|Pritish Chandna|Helena Cuesta|Jordi Bonada|Emilia Gómez
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From Music Ontology towards Ethno-Music-Ontology.
Polina Proutskova|Anja Volk|Peyman Heydarian|György Fazekas
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The Freesound Loop Dataset and Annotation Tool.
António Ramires|Frederic Font|Dmitry Bogdanov|Jordan B. L. Smith|Yi-Hsuan Yang|Joann Ching|Bo-Yu Chen|Yueh-Kao Wu|Wei-Han Hsu|Xavier Serra
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User Insights on Diversity in Music Recommendation Lists.
Kyle Robinson|Dan Brown|Markus Schedl
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Towards a Formalization of Musical Rhythm.
Martin Rohrmeier
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Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection.
Ioannis Petros Samiotis|Sihang Qiu|Andrea Mauri|Cynthia C. S. Liem|Christoph Lofi|Alessandro Bozzon
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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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Modeling and Estimating Local Tempo: A Case Study on Chopin's Mazurkas.
Hendrik Schreiber|Frank Zalkow|Meinard Müller
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Improved Handling of Repeats and Jumps in Audio--Sheet Image Synchronization.
Mengyi Shan|Timothy Tsai
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Music Structure Analysis Based on an LSTM-HSMM Hybrid Model.
Go Shibata|Ryo Nishikimi|Kazuyoshi Yoshii
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User Perceptions Underlying Social Music Behavior.
Louis Spinelli|Josephine Lau|Jin Ha Lee
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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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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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Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling.
Hao Hao Tan|Dorien Herremans
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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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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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Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory.
Christopher J. Tralie|Elizabeth Dempsey
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Analysis of Song/Artist Latent Features and Its Application for Song Search.
Kosetsu Tsukuda|Masataka Goto
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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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A Chorus-Section Detection Method for Lyrics Text.
Kento Watanabe|Masataka Goto
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Programming Inequality: Gender Representation on Canadian Country Radio (2005-2019).
Jada Emily Watson
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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 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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Camera-Based Piano Sheet Music Identification.
Daniel Yang|Timothy Tsai
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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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Perceptual vs. automated judgements of music copyright infringement.
Yuchen Yuan|Sho Oishi|Charles Cronin|Daniel Müllensiefen|Quentin D. Atkinson|Shinya Fujii|Patrick E. Savage
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Using Weakly Aligned Score-Audio Pairs to Train Deep Chroma Models for Cross-Modal Music Retrieval.
Frank Zalkow|Meinard Müller