International Society for Music Information Retrieval Conference (ISMIR) (2022)

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Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription.
Chen Zhang|Jiaxing Yu|LuChin Chang|Xu Tan|Jiawei Chen|Tao Qin|Kejun Zhang
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Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments.
Ke Chen|Hao-Wen Dong|Yi Luo|Julian J. McAuley|Taylor Berg-Kirkpatrick|Miller S. Puckette|Shlomo Dubnov
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Retrieving musical information from neural data: how cognitive features enrich acoustic ones.
Ellie Abrams|Eva Muñoz Vidal|Claire Pelofi|Pablo Ripollés
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And what if two musical versions don't share melody, harmony, rhythm, or lyrics ?.
Mathilde Abrassart|Guillaume Doras
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An Exploration of Generating Sheet Music Images.
Marcos Acosta|Irmak Bukey|T. J. Tsai
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Learning Unsupervised Hierarchies of Audio Concepts.
Darius Afchar|Romain Hennequin|Vincent Guigue
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Music-STAR: a Style Translation system for Audio-based Re-instrumentation.
Mahshid Alinoori|Vassilios Tzerpos
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Mid-level Harmonic Audio Features for Musical Style Classification.
Francisco C. F. Almeida|Gilberto Bernardes|Christof Weiss
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Music Representation Learning Based on Editorial Metadata from Discogs.
Pablo Alonso-Jiménez|Xavier Serra|Dmitry Bogdanov
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Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation.
Franca Bittner|Marcel Gonzalez|Maike L. Richter|Hanna M. Lukashevich|Jakob Abeßer
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SIATEC-C: Computationally efficient repeated pattern discovery in polyphonic music.
Otso Björklund
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MusAV: A dataset of relative arousal-valence annotations for validation of audio models.
Dmitry Bogdanov|Xavier Lizarraga-Seijas|Pablo Alonso-Jiménez|Xavier Serra
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Learning Multi-Level Representations for Hierarchical Music Structure Analysis..
Morgan Buisson|Brian McFee|Slim Essid|Hélène C. Crayencour
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DDX7: Differentiable FM Synthesis of Musical Instrument Sounds.
Franco Caspe|Andrew McPherson|Mark Sandler
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Toward postprocessing-free neural networks for joint beat and downbeat estimation.
Tsung-Ping Chen|Li Su
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YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations.
Eunjin Choi|Yoonjin Chung|Seolhee Lee|JongIk Jeon|Taegyun Kwon|Juhan Nam
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Raga Classification From Vocal Performances Using Multimodal Analysis .
Martin Clayton|Preeti Rao|Nithya Nadig Shikarpur|Sujoy Roychowdhury|Jin Li
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BAF: An audio fingerprinting dataset for broadcast monitoring.
Guillem Cortes|Alex Ciurana|Emilio Molina|Marius Miron|Owen Meyers|Joren Six|Xavier Serra
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A Dataset of Symbolic Texture Annotations in Mozart Piano Sonatas.
Louis Couturier|Louis Bigo|Florence Levé
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Generating Coherent Drum Accompaniment with Fills and Improvisations.
Rishabh Dahale|Vaibhav Talwadker|Preeti Rao|Prateek Verma
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What is missing in deep music generation? A study of repetition and structure in popular music.
Shuqi Dai|Huiran Yu|Roger B. Dannenberg
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On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging.
Maximilian Damböck|Richard Vogl|Peter Knees
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End-to-End Lyrics Transcription Informed by Pitch and Onset Estimation.
Tengyu Deng|Eita Nakamura|Kazuyoshi Yoshii
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Melody transcription via generative pre-training.
Chris Donahue|John Thickstun|Percy Liang
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Latent feature augmentation for chorus detection.
Xingjian Du|Huidong Liang|Yuan Wan|Yuheng Lin|Ke Chen|Bilei Zhu|Zejun Ma
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Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers.
Francesco Foscarin|Katharina Hoedt|Verena Praher|Arthur Flexer|Gerhard Widmer
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Critiquing Task- versus Goal-oriented Approaches: A Case for Makam Recognition.
Kaustuv Kanti Ganguli|Sertan Sentürk|Carlos Guedes
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Teach Yourself Georgian Folk Songs Dataset: A Annotated Corpus Of Traditional Vocal Polyphony.
David Gillman|Atalay Kutlay|Uday Goyat
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Mel Spectrogram Inversion with Stable Pitch.
Bruno Di Giorgi|Mark Levy|Richard Sharp
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Music Translation: Generating Piano Arrangements in Different Playing Levels.
Matan Gover|Oded Zewi
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Semantic Control of Generative Musical Attributes.
Stewart Greenhill|Majid Abdolshah|Vuong Le|Sunil Gupta|Svetha Venkatesh
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Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures.
Chitralekha Gupta|Yize Wei|Zequn Gong|Purnima Kamath|Zhuoyao Li|Lonce Wyse
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Symbolic Music Loop Generation with Neural Discrete Representations.
Sangjun Han|Hyeongrae Ihm|Moontae Lee|Woohyung Lim
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Multi-instrument Music Synthesis with Spectrogram Diffusion.
Curtis Hawthorne|Ian Simon|Adam Roberts|Neil Zeghidour|Josh Gardner|Ethan Manilow|Jesse H. Engel
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Singing beat tracking with Self-supervised front-end and linear transformers.
Mojtaba Heydari|Zhiyao Duan
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MuLan: A Joint Embedding of Music Audio and Natural Language.
Qingqing Huang|Aren Jansen|Joonseok Lee|Ravi Ganti|Judith Yue Li|Daniel P. W. Ellis
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Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts.
Karim M. Ibrahim|Elena V. Epure|Geoffroy Peeters|Gaël Richard
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Distortion Audio Effects: Learning How to Recover the Clean Signal.
Johannes Imort|Giorgio Fabbro|Marco A. Martínez Ramírez|Stefan Uhlich|Yuichiro Koyama|Yuki Mitsufuji
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Towards robust music source separation on loud commercial music.
Chang-Bin Jeon|Kyogu Lee
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Learning Hierarchical Metrical Structure Beyond Measures.
Junyan Jiang|Daniel Chin|Yixiao Zhang|Gus Xia
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Cadence Detection in Symbolic Classical Music using Graph Neural Networks..
Emmanouil Karystinaios|Gerhard Widmer
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The power of deep without going deep? A study of HDPGMM music representation learning.
Jaehun Kim|Cynthia C. S. Liem
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A Reproducibility Study on User-centric MIR Research and Why it is Important.
Peter Knees|Bruce Ferwerda|Andreas Rauber|Sebastian Strumbelj|Annabel Resch|Laurenz Tomandl|Valentin Bauer|Fung Yee Tang|Josip Bobinac|Amila Ceranic|Riad Dizdar
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A deep learning method for melody extraction from a polyphonic symbolic music representation.
Katerina Kosta|Wei Tsung Lu|Gabriele Medeot|Pierre Chanquion
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SampleMatch: Drum Sample Retrieval by Musical Context.
Stefan Lattner
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Ethics of Singing Voice Synthesis: Perceptions of Users and Developers.
Kyungyun Lee|Gladys Hitt|Emily Terada|Jin Ha Lee
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Traces of Globalization in Online Music Consumption Patterns and Results of Recommendation Algorithms.
Oleg Lesota|Emilia Parada-Cabaleiro|Stefan Brandl|Elisabeth Lex|Navid Rekabsaz|Markus Schedl
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Network Analyses for Cross-Cultural Music Popularity.
Kongmeng Liew|Vipul Mishra|Yangyang Zhou|Elena V. Epure|Romain Hennequin|Shoko Wakamiya|Eiji Aramaki
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How Music features and Musical Data Representations Affect Objective Evaluation of Music Composition: A Review of CSMT Data Challenge 2020.
Yuqiang Li|Shengchen Li|George Fazekas
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Symphony Generation with Permutation Invariant Language Model.
Jiafeng Liu|Yuanliang Dong|Zehua Cheng|Xinran Zhang|Xiaobing Li|Feng Yu|Maosong Sun
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Performance MIDI-to-score conversion by neural beat tracking.
Lele Liu|Qiuqiang Kong|Veronica Morfi|Emmanouil Benetos
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Playing Technique Detection by Fusing Note Onset Information in Guzheng Performance.
Dichucheng Li|Yulun Wu|Qinyu Li|Jiahao Zhao|Yi Yu|Fan Xia|Wei Li
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A Model You Can Hear: Audio Identification with Playable Prototypes.
Romain Loiseau|Baptiste Bouvier|Yann Teytaut|Elliot Vincent|Mathieu Aubry|Loïc Landrieu
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MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks.
Peiling Lu|Xu Tan|Botao Yu|Tao Qin|Sheng Zhao|Tie-Yan Liu
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Representation Learning for the Automatic Indexing of Sound Effects Libraries.
Alison B. Ma|Alexander Lerch
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Adapting meter tracking models to Latin American music.
Lucas Simões Maia|Martín Rocamora|Luiz W. P. Biscainho|Magdalena Fuentes
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Robust Melody Track Identification in Symbolic Music.
Xichu Ma|Xiao Liu|Bowen Zhang|Ye Wang
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Contrastive Audio-Language Learning for Music.
Ilaria Manco|Emmanouil Benetos|Elio Quinton|György Fazekas
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Verse versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition.
Maximilian Mayerl|Stefan Brandl|Günther Specht|Markus Schedl|Eva Zangerle
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Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
Matthew C. McCallum|Filip Korzeniowski|Sergio Oramas|Fabien Gouyon|Andreas F. Ehmann
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Bottlenecks and solutions for audio to score alignment research.
Alia Morsi|Xavier Serra
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Pop Music Generation with Controllable Phrase Lengths.
Daiki Naruse|Tomoyuki Takahata|Yusuke Mukuta|Tatsuya Harada
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Generating music with sentiment using Transformer-GANs.
Pedro L. T. Neves|José Fornari|João Batista Florindo
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Inaccurate Prediction or Genre Evolution? Rethinking Genre Classification.
Ke Nie
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KDC: an open corpus for computational research of dastg?hi music.
Babak Nikzat|Rafael Caro Repetto
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In Search of Sañc?ras: Tradition-informed Repeated Melodic Pattern Recognition in Carnatic Music.
Thomas Nuttall|Genís Plaja-Roglans|Lara Pearson|Xavier Serra
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Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription.
Longshen Ou|Xiangming Gu|Ye Wang
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Using Activation Functions for Improving Measure-Level Audio Synchronization.
Yigitcan Özer|Matej Istvanek|Vlora Arifi-Müller|Meinard Müller
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Source Separation of Piano Concertos with Test-Time Adaptation.
Yigitcan Özer|Meinard Müller
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A Dataset for Greek Traditional and Folk Music: Lyra.
Charilaos Papaioannou|Ioannis Valiantzas|Theodore Giannakopoulos|Maximos Kaliakatsos-Papakostas|Alexandros Potamianos
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Musika! Fast Infinite Waveform Music Generation.
Marco Pasini|Jan Schlüter
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A diffusion-inspired training strategy for singing voice extraction in the waveform domain.
Genís Plaja-Roglans|Marius Miron|Xavier Serra
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Three related corpora in Middle Byzantine music notation and a preliminary comparative analysis.
Polykarpos Polykarpidis|Dionysios Kalofonos|Dimitrios Balageorgos|Christina Anagnostopoulou
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"More than words": Linking Music Preferences and Moral Values through Lyrics.
Vjosa Preniqi|Kyriaki Kalimeri|Charalampos Saitis
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Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings.
Massimo Quadrana|Antoine Larreche-Mouly|Matthias Mauch
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Equivariant self-supervision for musical tempo estimation.
Elio Quinton
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Modeling perceptual loudness of piano tone: theory and applications.
Yang Qu|Yutian Qin|Lecheng Chao|Hangkai Qian|Ziyu Wang|Gus Xia
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Automatic music mixing with deep learning and out-of-domain data.
Marco A. Martínez Ramírez|Wei-Hsiang Liao|Chihiro Nagashima|Giorgio Fabbro|Stefan Uhlich|Yuki Mitsufuji
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Visualization for AI-Assisted Composing.
Simeon Rau|Frank Heyen|Stefan Wagner|Michael Sedlmair
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A Transformer-Based "Spellchecker" for Detecting Errors in OMR Output.
Timothy de Reuse|Ichiro Fujinaga
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Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised Learning.
Seungyeon Rhyu|Sarah Kim|Kyogu Lee
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End-to-End Full-Page Optical Music Recognition for Mensural Notation.
Antonio Ríos-Vila|José M. Iñesta|Jorge Calvo-Zaragoza
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EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation.
Saurjya Sarkar|Emmanouil Benetos|Mark Sandler
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Music Separation Enhancement with Generative Modeling.
Noah Schaffer|Boaz Cogan|Ethan Manilow|Max Morrison|Prem Seetharaman|Bryan Pardo
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Sonus Texere! Automated Dense Soundtrack Construction for Books using Movie Adaptations.
Jaidev Shriram|Makarand Tapaswi|Vinoo Alluri
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Heterogeneous Graph Neural Network for Music Emotion Recognition.
Angelo Cesar Mendes da Silva|Diego Furtado Silva|Ricardo Marcondes Marcacini
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Scaling Polyphonic Transcription with Mixtures of Monophonic Transcriptions.
Ian Simon|Josh Gardner|Curtis Hawthorne|Ethan Manilow|Jesse H. Engel
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Attention-based audio embeddings for query-by-example.
Anup Singh|Kris Demuynck|Vipul Arora
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Checklist Models for Improved Output Fluency in Piano Fingering Prediction.
Nikita Srivatsan|Taylor Berg-Kirkpatrick
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A Novel Dataset and Deep Learning Benchmark for Classical Music Form Recognition and Analysis.
Daniel Szelogowski|Lopamudra Mukherjee|Benjamin Whitcomb
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Emotion-driven Harmonisation And Tempo Arrangement of Melodies Using Transfer Learning.
Takuya Takahashi|Mathieu Barthet
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Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis.
Nazif Can Tamer|Pedro Ramoneda|Xavier Serra
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Melody Infilling with User-Provided Structural Context.
Chih-Pin Tan|Alvin W. Y. Su|Yi-Hsuan Yang
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Tracking the Evolution of a Band's Live Performances over Decades.
Florian Thalmann|Eita Nakamura|Kazuyoshi Yoshii
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Counterpoint Error-Detection Tools for Optical Music Recognition of Renaissance Polyphonic Music.
Martha E. Thomae|Julie Cumming|Ichiro Fujinaga
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Tailed U-Net: Multi-Scale Music Representation Learning.
Marcel A. Vélez Vásquez|John Ashley Burgoyne
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Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification.
Igor Vatolkin|Cory McKay
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Detecting Symmetries of All Cardinalities With Application to Musical 12-Tone Rows.
Anil Venkatesh|Viren Sachdev
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Evaluating Generative Audio Systems and Their Metrics.
Ashvala Vinay|Alexander Lerch
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Automatic Chinese National Pentatonic Modes Recognition Using Convolutional Neural Network.
Zhaowen Wang|Mingjin Che|Yue Yang|Wenwu Meng|Qinyu Li|Fan Xia|Wei Li
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HPPNet: Modeling the Harmonic Structure and Pitch Invariance in Piano Transcription.
Weixing Wei|Peilin Li|Yi Yu|Wei Li
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Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE.
Yueh-Kao Wu|Ching-Yu Chiu|Yi-Hsuan Yang
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DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation.
Da-Yi Wu|Wen-Yi Hsiao|Fu-Rong Yang|Oscar Friedman|Warren Jackson|Scott Bruzenak|Yi-Wen Liu|Yi-Hsuan Yang
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A unified model for zero-shot singing voice conversion and synthesis.
Jui-Te Wu|Jun-You Wang|Jyh-Shing Roger Jang|Li Su
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Analysis and detection of singing techniques in repertoires of J-POP solo singers.
Yuya Yamamoto|Juhan Nam|Hiroko Terasawa
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Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation.
Yen-Tung Yeh|Yi-Hsuan Yang|Bo-Yu Chen
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AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System.
Li Yi|Haochen Hu|Jingwei Zhao|Gus Xia
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Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model.
Yixiao Zhang|Junyan Jiang|Gus Xia|Simon Dixon
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ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance.
Huan Zhang|Jingjing Tang|Syed Rm Rafee|Simon Dixon|George Fazekas|Geraint A. Wiggins
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Modeling the rhythm from lyrics for melody generation of pop songs.
Daiyu Zhang|Ju-Chiang Wang|Katerina Kosta|Jordan B. L. Smith|Shicen Zhou
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Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention.
Jingwei Zhao|Gus Xia|Ye Wang
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Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation.
Jingwei Zhao|Gus Xia|Ye Wang
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Towards Quantifying the Strength of Music Scenes Using Live Event Data.
Michael Zhou|Andrew Mcgraw|Douglas R. Turnbull