Home 9 Conferences 9 ISMIR 2020

ISMIR 2020

Full Proceedings

Download pdf

Papers

Music Structure Analysis Based on an LSTM-HSMM Hybrid Model 23-29
Go Shibata, Ryo Nishikimi, Kazuyoshi Yoshii
Download pdf
Multi-Instrument Music Transcription Based on Deep Spherical Clustering of Spectrograms and Pitchgrams 327-334
Keitaro Tanaka, Takayuki Nakatsuka, Ryo Nishikimi, Kazuyoshi Yoshii, Shigeo Morishima
Download pdf
Improving Polyphonic Music Models with Feature-rich Encoding 169-175
Omar A Peracha
Download pdf
Practical Evaluation of Repeated Recommendations in Personalized Music Discovery 633-639
Brian Manolovitz, Mitsunori Ogihara
Download pdf
Modeling and Estimating Local Tempo: A Case Study on Chopin’s Mazurkas 773-779
Hendrik Schreiber, Frank Zalkow, Meinard Müller
Download pdf
Classifying Leitmotifs in Recordings of Operas by Richard Wagner 473-480
Michael Krause, Frank Zalkow, Christof Weiss, Meinard Müller
Download pdf
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining 176-183
Timothy Tsai, Kevin Ji
Download pdf
Using Weakly Aligned Score-Audio Pairs to Train Deep Chroma Models for Cross-Modal Music Retrieval 184-191
Frank Zalkow, Meinard Müller
Download pdf
Camera-Based Piano Sheet Music Identification 481-488
Daniel Yang, Timothy Tsai
Download pdf
User Perceptions Underlying Social Music Behavior 489-496
Louis Spinelli, Josephine Lau, Jin Ha Lee
Download pdf
Perceptual vs. automated judgements of music copyright infringement 23-29
Yuchen Yuan, Sho Oishi, Charles Cronin, Daniel Müllensiefen, Quentin Atkinson, Shinya Fujii, Patrick E. Savage
Download pdf
SuPP & MaPP: Adaptable Structure-Based Representations for MIR Tasks 335-342
Claire Savard, Erin H. Bugbee, Melissa R. McGuirl, Katherine M. Kinnaird
Download pdf
Automatic Figured Bass Annotation Using the New Bach Chorales Figured Bass Dataset 640-646
Yaolong Ju, Sylvain Margot, Cory McKay, Luke Dahn, Ichiro Fujinaga
Download pdf
A corpus-based analysis of syncopated patterns in ragtime 647-653
Phillip B. Kirlin
Download pdf
A Method for Analysis of Shared Structure in Large Music Collections using Techniques from Genetic Sequencing and Graph Theory 343-350
Florian Thalmann, Kazuyoshi Yoshii, Thomas Wilmering, Wiggins Geraint, Mark B. Sandler
Download pdf
Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation 192-198
Woosung Choi, Minseok Kim, Jaehwa Chung, Daewon Lee, Soonyoung Jung
Download pdf
The Rhythmic Dictator: Does Gamification of Rhythm Dictation Exercises Help? 497-503
Matevž Pesek, Lovro Suhadolnik, Peter Šavli, Matija Marolt
Download pdf
Learning to Read and Follow Music in Complete Score Sheet Images 780-787
Florian Henkel, Rainer Kelz, Gerhard Widmer
Download pdf
Learning to Denoise Historical Music 504-511
Yunpeng Li, Marco Tagliasacchi, Beat Gfeller, Dominik Roblek
Download pdf
Discourse not Dualism: An Interdisciplinary Dialogue on Sonata Form in Beethoven’s Early Piano Sonatas 199-206
Christof Weiss, Stephanie Klauk, Mark R H Gotham, Meinard Müller, Rainer Kleinertz
Download pdf
Play Music: User Motivations and Expectations for Non-Specific Voice Queries 654-661
Jennifer Thom, Angela Nazarian, Ruth Brillman, Henriette Cramer, Sarah Mennicken
Download pdf
Measuring disruption in song similarity networks 30-37
Felipe V Falcão, Nazareno Andrade, Flavio Figueiredo, Diego Furtado Silva, Fabio Morais
Download pdf
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation 788-794
Axel Marmoret, Jeremy Cohen, Frédéric Bimbot, Nancy Bertin
Download pdf
The Jazz Harmony Treebank 207-215
Daniel Harasim, Christoph Finkensiep, Petter Ericson, Timothy J. O’Donnell, Martin Rohrmeier
Download pdf
A Chorus-Section Detection Method for Lyrics Text 351-359
Kento Watanabe, Masataka Goto
Download pdf
POP909: A Pop-Song Dataset for Music Arrangement Generation 38-45
Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia
Download pdf
Chord Jazzification: Learning Jazz Interpretations of Chord Symbols 360-367
Tsung-Ping Chen, Satoru Fukayama, Masataka Goto, Li Su
Download pdf
Learning Interpretable Representation for Controllable Polyphonic Music Generation 662-669
Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia
Download pdf
Connective Fusion: Learning Transformational Joining of Sequences with Application to Melody Creation 46-53
Taketo Akama
Download pdf
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music 368-375
Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Gus Xia, Junbo Zhao
Download pdf
Towards Multimodal MIR: Predicting individual differences from music-induced movement 54-61
Yudhik Agrawal, Samyak Jain, Emily Carlson, Petri Toiviainen, Vinoo Alluri
Download pdf
Attributes-Aware Deep Music Transformation 670-677
Lisa Kawai, Philippe Esling, Tatsuya Harada
Download pdf
Multilingual lyrics-to-audio alignment 512-519
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard, Florence d’Alché-Buc
Download pdf
Hierarchical Musical Instrument Separation 376-383
Ethan Manilow, Gordon Wichern, Jonathan LeRoux
Download pdf
Structural Segmentation of Dhrupad Vocal Bandish Audio based on Tempo 678-684
Rohit M A, Vinutha T P, Preeti Rao
Download pdf
Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto 795-802
Matthew Davies, Magdalena Fuentes, João Fonseca, Luis Aly, Marco Jerónimo, Filippo Bonini Baraldi
Download pdf
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation 803-810
Elena V. Epure, Guillaume Salha, Romain Hennequin
Download pdf
Modelling Hierarchical Key Structure With Pitch Scapes 811-818
Robert Lieck, Martin Rohrmeier
Download pdf
Voice-Leading Schema Recognition Using Rhythm and Pitch Features 520-526
Christoph Finkensiep, Ken Déguernel, Markus Neuwirth, Martin Rohrmeier
Download pdf
Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion 527-533
Ayush Patwari, Nicholas Kong, Jun Wang, Ullas Gargi, Michele Covell, Aren Jansen
Download pdf
Downbeat Tracking with Tempo Invariant Convolutional Neural Networks 216-222
Bruno Di Giorgi, Matthias Mauch, Mark Levy
Download pdf
ASAP: a dataset of aligned scores and performances for piano transcription 534-541
Francesco Foscarin, Andrew McLeod, Philippe Rigaux, Florent Jacquemard, Masahiko Sakai
Download pdf
Tag2Risk: Harnessing Social Music Tags for Characterizing Depression Risk 384-391
Aayush Surana, Yash Goyal, Manish Shrivastava, Suvi H. Saarikallio, Vinoo Alluri
Download pdf
Content based singing voice source separation via strong conditioning using aligned phonemes 819-827
Gabriel Meseguer Brocal, Geoffroy Peeters
Download pdf
BebopNet: Deep Neural Models for Personalized Jazz Improvisations 828-836
Shunit Haviv Hakimi, Nadav Bhonker, Ran El-Yaniv
Download pdf
A Simple Method for User-Driven Music Thumbnailing 223-230
Arianne N. van Nieuwenhuijsen, John Ashley Burgoyne, Frans Wiering, Mick Sneekes
Download pdf
Programming Inequality: Gender Representation on Canadian Country Radio (2005-2019) 392-399
Jada E. Watson
Download pdf
Score-Informed Source Separation of Choral Music 231-239
Matan Gover, Philippe Depalle
Download pdf
Can’t trust the feeling? How open data reveals unexpected behavior of high-level music descriptors 240-247
Cynthia C. S. Liem, Chris Mostert
Download pdf
Improved Handling of Repeats and Jumps in Audio–Sheet Image Synchronization 62-69
Mengyi Shan, Timothy Tsai
Download pdf
Zero-Shot Singing Voice Conversion 70-76
Shahan Nercessian
Download pdf
Dance Beat Tracking from Visual Information Alone 400-408
Fabrizio Pedersoli, Masataka Goto
Download pdf
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm 77-84
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Download pdf
How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY 837-845
Jin Ha Lee, Anh Thu Nguyen
Download pdf
Artist gender representation in music streaming 248-254
Avriel C. Epps-Darling, Henriette Cramer, Romain Takeo Bouyer
Download pdf
Mood Classification Using Listening Data 542-549
Filip Korzeniowski, Oriol Nieto, Matthew McCallum, Minz Won, Sergio Oramas, Erik Schmidt
Download pdf
Exploring Aligned Lyrics-informed Singing Voice Separation 685-692
Chang-Bin Jeon, Hyeong-Seok Choi, Kyogu Lee
Download pdf
Sesquialtera in the Colombian bambuco: Perception and estimation of beat and meter 409-415
Estefanía Cano, Fernando Mora Ángel, Gustavo Adolfo López Gil, José Ricardo Zapata, Antonio Escamilla, Juan Fernando Alzate Londoño, Moises Betancur Peláez
Download pdf
Joint analysis of mode and playing technique in Guqin performance with machine learning 85-92
Yu-Fen Huang, Jeng-I Liang, I-Chieh Wei, Li Su
Download pdf
Score following with hidden tempo using a switching state-space model 693-699
Yucong Jiang
Download pdf
Semi-supervised learning using teacher-student models for vocal melody extraction 93-100
Sangeun Kum, Jing-Hua Lin, Li Su, Juhan Nam
Download pdf
Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds 700-707
Yin-Jyun Luo, Kin Wai Cheuk, Tomoyasu Nakano, Masataka Goto, Dorien Herremans
Download pdf
Automatic Rank-Ordering of Singing Vocals with Twin-Neural Network 416-423
Chitralekha Gupta, Lin Huang, Haizhou Li
Download pdf
Human-AI Co-Creation in Songwriting 708-716
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie Cai
Download pdf
Analysis of Song/Artist Latent Features and Its Application for Song Search 717-725
Kosetsu Tsukuda, Masataka Goto
Download pdf
The MIDI Degradation Toolkit: Symbolic Music Augmentation and Correction 846-852
Andrew McLeod, James Owers, Kazuyoshi Yoshii
Download pdf
MusPy: A Toolkit for Symbolic Music Generation 101-108
Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick
Download pdf
Ultra-light deep MIR by trimming lottery tickets 550-557
Philippe Esling, Théis Bazin, Adrien Bitton, Tristan J. J. Carsault, Ninon Devis
Download pdf
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations 255-262
Gabriel Meseguer Brocal, Rachel Bittner, Simon Durand, Brian Brost
Download pdf
Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification 853-860
Juan S. Gómez-Cañon, Estefanía Cano, Perfecto Herrera, Emilia Gómez
Download pdf
A Neural Approach for Full-Page Optical Music Recognition of Mensural Documents 558-565
Francisco J. Castellanos, Jorge Calvo-Zaragoza, Jose M. Inesta
Download pdf
Multidimensional similarity modelling of complex drum loops using the GrooveToolbox 263-270
Fred Bruford, Olivier Lartillot, SKoT McDonald, Mark B. Sandler
Download pdf
Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG 566-573
André Ofner, Sebastian Stober
Download pdf
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling 109-116
Hao Hao Tan, Dorien Herremans
Download pdf
Deconstruct, Analyse, Reconstruct: How to improve Tempo, Beat, and Downbeat Estimation 574-582
Sebastian Böck, Matthew Davies
Download pdf
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops 424-431
Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang
Download pdf
Rule Mining for Local Boundary Detection in Melodies 271-278
Peter Van Kranenburg
Download pdf
Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks 861-868
Jaehun Kim, Andrew M. Demetriou, Sandy Manolios, M. Stella Tavella, Cynthia C. S. Liem
Download pdf
Mode classification and natural units in plainchant 869-875
Bas Cornelissen, Willem Zuidema, John Ashley Burgoyne
Download pdf
Data Quality Matters: Iterative Corrections on a Corpus of Mendelssohn String Quartets and Implications for MIR Analysis 432-438
Jacob deGroot-Maggetti, Timothy R de Reuse, Laurent Feisthauer, Samuel Howes, Yaolong Ju, Suzuka Kokubu, Sylvain Margot, Néstor Nápoles López, Finn Upham
Download pdf
CONLON: A Pseudo-Song Generator Based on a New Pianoroll, Wasserstein Autoencoders, and Optimal Interpolations 876-883
Luca Angioloni, Valentijn Borghuis, Lorenzo Brusci, Paolo Frasconi
Download pdf
Combining musical features for cover detection 279-286
Guillaume Doras, Furkan Yesiler, Joan Serra, Emilia Gómez, Geoffroy Peeters
Download pdf
The Freesound Loop Dataset and Annotation Tool 287-294
Antonio Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Hsu Wei-Han, Xavier Serra
Download pdf
Less is more: Faster and better music version identification with embedding distillation 884-892
Furkan Yesiler, Joan Serra, Emilia Gómez
Download pdf
Should we consider the users in contextual music auto-tagging models? 295-301
Karim M. Ibrahim, Elena V. Epure, Geoffroy Peeters, Gaël Richard
Download pdf
Exploring Acoustic Similarity for Novel Music Recommendation 583-589
Derek S. Cheng, Thorsten Joachims, Douglas Turnbull
Download pdf
Generating Music with a Self-Correcting Non-Chronological Autoregressive Model 893-900
Wayne Chi, Prachi Kumar, Suri Yaddanapudi, Suresh Rahul, Umut Isik
Download pdf
Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks 302-309
Helena Cuesta, Brian McFee, Emilia Gómez
Download pdf
DRUMGAN: SYNTHESIS OF DRUM SOUNDS WITH TIMBRAL FEATURE CONDITIONING USING GENERATIVE ADVERSARIAL NETWORKS 590-597
Javier Nistal, Stefan Lattner, Gaël Richard
Download pdf
Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection 901-907
Ioannis Petros Samiotis, Sihang Qiu, Andrea Mauri, Cynthia C. S. Liem, Christoph Lofi, Alessandro Bozzon
Download pdf
A Deep Learning Based Analysis-Synthesis Framework For Unison Singing 598-604
Pritish Chandna, Helena Cuesta, Emilia Gómez
Download pdf
Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web 605-612
Albin Correya, Dmitry Bogdanov, Luis Joglar-Ongay, Xavier Serra
Download pdf
Detecting Collaboration Profiles in Success-based Music Genre Networks 726-732
Gabriel Oliveira, Mariana Santos, Danilo B. Seufitelli, Anisio Lacerda, Mirella M. Moro
Download pdf
Deep Learning Based Source Separation Applied To Choir Ensembles 733-739
Darius Petermann, Pritish Chandna, Helena Cuesta, Jordi Bonada, Emilia Gómez
Download pdf
On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game 613-620
Carlos Eduardo Cancino-Chacón, Silvan Peter, Shreyan Chowdhury, Anna Aljanaki, Gerhard Widmer
Download pdf
Few-shot Drum Transcription in Polyphonic Music 117-124
Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan P. Bello
Download pdf
dMelodies: A Music Dataset for Disentanglement Learning 125-133
Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch
Download pdf
Metric learning vs classification for disentangled music representation learning 439-445
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
Download pdf
Score-informed Networks for Music Performance Assessment 908-915
Jiawen Huang, Yun-Ning Hung, Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch
Download pdf
The multiple voices of musical emotions: source separation for improving music emotion recognition models and their interpretability 310-317
Jacopo de Berardinis, Angelo Cangelosi, Eduardo Coutinho
Download pdf
Hierarchical Timbre-painting and Articulation Generation 916-922
Michael M. Michelashvili, Lior Wolf
Download pdf
User Insights on Diversity in Music Recommendation Lists 446-453
Kyle Robinson, Dan Brown, Markus Schedl
Download pdf
From Music Ontology towards Ethno-Music-Ontology 923-931
Polina Proutskova, Anja Volk, Peyman Heydarian, Gyorgy Fazekas
Download pdf
A Combination of Local Approaches for Hierarchical Music Genre Classification 740-747
Antonio R. Parmezan, Diego Furtado Silva, Gustavo Batista
Download pdf
Modeling Music and Code Knowledge to Support a Co-creative AI Agent for Education 134-141
Jason Smith, Erin Truesdell, Jason Freeman, Brian Magerko, Kristy Boyer, Tom Mcklin
Download pdf
Multitask Learning for Instrument Activation Aware Music Source Separation 748-755
Yun-Ning Hung, Alexander Lerch
Download pdf
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures 142-149
Shih-Lun Wu, Yi-Hsuan Yang
Download pdf
Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model 454-461
Taegyun Kwon, Dasaem Jeong, Juhan Nam
Download pdf
Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory 462-469
Christopher J. Tralie, Elizabeth Dempsey
Download pdf
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling 756-763
Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang
Download pdf
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment 764-770
Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
Download pdf
Explaining Perceived Emotion Predictions in Music: An Attentive Approach 150-156
Sanga Chaki, Pranjal Doshi, Sourangshu Bhattacharya, Priyadarshi Patnaik
Download pdf
Bistate reduction and comparison of drum patterns 318-324
Olivier Lartillot, Fred Bruford
Download pdf
Pandemics, music, and collective sentiment: evidence from the outbreak of COVID-19 157-165
Meijun Liu, Eva Zangerle, Xiao Hu, Alessandro Melchiorre, Markus Schedl
Download pdf
Towards a Formalization of Musical Rhythm 621-629
Martin Rohrmeier
Download pdf