International Society for Music Information Retrieval Conference (ISMIR) (2024)

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Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

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Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Utilizing Listener-Provided Tags for Music Emotion Recognition: A Data-Driven Approach.
Joanne Affolter|Martin A. Rohrmeier
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PolySinger: Singing-Voice to Singing-Voice Translation From English to Japanese.
Silas Antonisen|Iván López-Espejo
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Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata.
Recep Oguz Araz|Xavier Serra|Dmitry Bogdanov
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Cue Point Estimation Using Object Detection.
Giulia Argüello|Luca A. Lanzendörfer|Roger Wattenhofer
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Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model.
Julia Barnett|Hugo Flores García|Bryan Pardo
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Towards Assessing Data Replication in Music Generation With Music Similarity Metrics on Raw Audio.
Roser Batlle-Roca|Wei-Hsiang Liao|Xavier Serra|Yuki Mitsufuji|Emilia Gómez
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Inner Metric Analysis as a Measure of Rhythmic Syncopation.
Brian Bemman|Justin Christensen
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End-to-End Piano Performance-MIDI to Score Conversion With Transformers.
Tim Beyer|Angela Dai
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Unsupervised Composable Representations for Audio.
Giovanni Bindi|Philippe Esling
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Controlling Surprisal in Music Generation via Information Content Curve Matching.
Mathias Rose Bjare|Stefan Lattner|Gerhard Widmer
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Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis.
Morgan Buisson|Brian McFee|Slim Essid
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Just Label the Repeats for In-the-Wild Audio-to-Score Alignment.
Irmak Bukey|Michael Feffer|Chris Donahue
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A Kalman Filter Model for Synchronization in Musical Ensembles.
Hugo T. Carvalho|Min Susan Li|Massimiliano Di Luca|Alan M. Wing
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SymPAC: Scalable Symbolic Music Generation With Prompts and Constraints.
Haonan Chen|Jordan B. L. Smith|Janne Spijkervet|Ju-Chiang Wang|Pei Zou|Bochen Li|Qiuqiang Kong|Xingjian Du
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Learning Multifaceted Self-Similarity Over Time and Frequency for Music Structure Analysis.
Tsung-Ping Chen|Kazuyoshi Yoshii
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Towards Zero-Shot Amplifier Modeling: One-to-Many Amplifier Modeling via Tone Embedding Control.
Yu-Hua Chen|Yen-Tung Yeh|Yuan-Chiao Cheng|Jui-Te Wu|Yu-Hsiang Ho|Jyh-Shing Roger Jang|Yi-Hsuan Yang
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Lyrically Speaking: Exploring the Link Between Lyrical Emotions, Themes and Depression Risk.
Pavani Chowdary|Bhavyajeet Singh|Rajat Agarwal|Vinoo Alluri
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Lyrics Transcription for Humans: A Readability-Aware Benchmark.
Ondrej Cífka|Hendrik Schreiber|Luke Miner|Fabian-Robert Stöter
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SpecMaskGIT: Masked Generative Modeling of Audio Spectrogram for Efficient Audio Synthesis and Beyond.
Marco Comunità|Zhi Zhong|Akira Takahashi|Shiqi Yang|Mengjie Zhao|Koichi Saito|Yukara Ikemiya|Takashi Shibuya|Shusuke Takahashi|Yuki Mitsufuji
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Looking for Tactus in All the Wrong Places: Statistical Inference of Metric Alignment in Rap Flow.
Nathaniel Condit-Schultz
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Who's Afraid of the 'Artyfyshall Byrd'? Historical Notions and Current Challenges of Musical Artificiality.
Nicholas Cornia|Bruno Forment
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Combining Audio Control and Style Transfer Using Latent Diffusion.
Nils Demerlé|Philippe Esling|Guillaume Doras|David Genova
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Towards Automated Personal Value Estimation in Song Lyrics.
Andrew M. Demetriou|Jaehun Kim|Sandy Manolios|Cynthia C. S. Liem
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Efficient Adapter Tuning for Joint Singing Voice Beat and Downbeat Tracking With Self-Supervised Learning Features.
Jiajun Deng|Yaolong Ju|Jing Yang|Simon Lui|Xunying Liu
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ComposerX: Multi-Agent Symbolic Music Composition With LLMs.
Qixin Deng|Qikai Yang|Ruibin Yuan|Yipeng Huang|Yi Wang|Xubo Liu|Zeyue Tian|Jiahao Pan|Ge Zhang|Hanfeng Lin|Yizhi Li|Yinghao Ma|Jie Fu|Chenghua Lin|Emmanouil Benetos|Wenwu Wang|Guangyu Xia|Wei Xue|Yike Guo
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Harmonic and Transposition Constraints Arising From the Use of the Roland TR-808 Bass Drum.
Emmanuel Deruty
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From Real to Cloned Singer Identification.
Dorian Desblancs|Gabriel Meseguer-Brocal|Romain Hennequin|Manuel Moussallam
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Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models.
Seungheon Doh|Keunwoo Choi|Daeyong Kwon|Taesoo Kim|Juhan Nam
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X-Cover: Better Music Version Identification System by Integrating Pretrained ASR Model.
Xingjian Du|Mingyu Liu|Pei Zou|Xia Liang|Zijie Wang|Huidong Liang|Bilei Zhu
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MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling.
Andrew C. Edwards|Xavier Riley|Pedro Sarmento|Simon Dixon
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El Bongosero: A Crowd-Sourced Symbolic Dataset of Improvised Hand Percussion Rhythms Paired With Drum Patterns.
Nicholas Evans|Behzad Haki|Daniel Gómez-Marín|Sergi Jordà
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Long-Form Music Generation With Latent Diffusion.
Zach Evans|Julian D. Parker|CJ Carr|Zachary Zukowski|Josiah Taylor|Jordi Pons
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Exploring GPT's Ability as a Judge in Music Understanding.
Kun Fang|Ziyu Wang|Gus Xia|Ichiro Fujinaga
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On the Validity of Employing ChatGPT for Distant Reading of Music Similarity.
Arthur Flexer
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Cluster and Separate: A GNN Approach to Voice and Staff Prediction for Score Engraving.
Francesco Foscarin|Emmanouil Karystinaios|Eita Nakamura|Gerhard Widmer
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Beat This! Accurate Beat Tracking Without DBN Postprocessing.
Francesco Foscarin|Jan Schlüter|Gerhard Widmer
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Field Study on Children's Home Piano Practice: Developing a Comprehensive System for Enhanced Student-Teacher Engagement.
Seikoh Fukuda|Yuko Fukuda|Masamichi Hosoda|Ami Motomura|Eri Sasao|Masaki Matsubara|Masahiro Niitsuma
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A Contrastive Self-Supervised Learning Scheme for Beat Tracking Amenable to Few-Shot Learning.
Antonin Gagneré|Slim Essid|Geoffroy Peeters
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Variation Transformer: New Datasets, Models, and Comparative Evaluation for Symbolic Music Variation Generation.
Chenyu Gao|Federico Reuben|Tom Collins
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The Changing Sound of Music: An Exploratory Corpus Study of Vocal Trends Over Time.
Elena Georgieva|Pablo Ripollés|Brian McFee
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Improved Symbolic Drum Style Classification With Grammar-Based Hierarchical Representations.
Léo Géré|Nicolas Audebert|Philippe Rigaux
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Classical Guitar Duet Separation Using GuitarDuets - A Dataset of Real and Synthesized Guitar Recordings.
Marios Glytsos|Christos Garoufis|Athanasia Zlatintsi|Petros Maragos
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Continual Learning for Music Classification.
Pedro González-Barrachina|María Alfaro-Contreras|Jorge Calvo-Zaragoza
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A Critical Survey of Research in Music Genre Recognition.
Owen Green|Bob L. T. Sturm|Georgina Born|Melanie Wald-Fuhrmann
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Semi-Supervised Contrastive Learning of Musical Representations.
Julien Guinot|Elio Quinton|George Fazekas
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Six Dragons Fly Again: Reviving 15th-Century Korean Court Music With Transformers and Novel Encoding.
Danbinaerin Han|Mark R. H. Gotham|Dongmin Kim|Hannah Park|Sihun Lee|Dasaem Jeong
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Deep Recombinant Transformer: Enhancing Loop Compatibility in Digital Music Production.
Muhammad Taimoor Haseeb|Ahmad Hammoudeh|Gus Xia
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Green MIR? Investigating Computational Cost of Recent Music-Ai Research in ISMIR.
Andre Holzapfel|Anna-Kaisa Kaila|Petra Jääskeläinen
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Emotion-Driven Piano Music Generation via Two-Stage Disentanglement and Functional Representation.
Jingyue Huang|Ke Chen|Yi-Hsuan Yang
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Towards Musically Informed Evaluation of Piano Transcription Models.
Patricia Hu|Lukás Samuel Marták|Carlos Eduardo Cancino-Chacón|Gerhard Widmer
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End-to-End Automatic Singing Skill Evaluation Using Cross-Attention and Data Augmentation for Solo Singing and Singing With Accompaniment.
Yaolong Ju|Chun Yat Wu|Betty Cortiñas-Lorenzo|Jing Yang|Jiajun Deng|Fan Fan|Simon Lui
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GraphMuse: A Library for Symbolic Music Graph Processing.
Emmanouil Karystinaios|Gerhard Widmer
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Transcription-Based Lyrics Embeddings: Simple Extraction of Effective Lyrics Embeddings From Audio.
Jaehun Kim|Florian Henkel|Camilo Landau|Samuel E. Sandberg|Andreas F. Ehmann
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A Method for MIDI Velocity Estimation for Piano Performance by a U-Net With Attention and FiLM.
Hyon Kim|Xavier Serra
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STONE: Self-Supervised Tonality Estimator.
Yuexuan Kong|Vincent Lostanlen|Gabriel Meseguer-Brocal|Stella Wong|Mathieu Lagrange|Romain Hennequin
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Robust Lossy Audio Compression Identification.
Hendrik Vincent Koops|Gianluca Micchi|Elio Quinton
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Sanidha: A Studio Quality Multi-Modal Dataset for Carnatic Music.
Venkatakrishnan Vaidyanathapuram Krishnan|Noel Alben|Anish A. Nair|Nathaniel Condit-Schultz
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MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation.
Yun-Han Lan|Wen-Yi Hsiao|Hao-Chung Cheng|Yi-Hsuan Yang
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PerTok: Expressive Encoding and Modeling of Symbolic Musical Ideas and Variations.
Julian Lenz|Anirudh Mani
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Content-Based Controls for Music Large Language Modeling.
Liwei Lin|Gus Xia|Junyan Jiang|Yixiao Zhang
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Unsupervised Synthetic-to-Real Adaptation for Optical Music Recognition.
Noelia N. Luna-Barahona|Adrian Rosello|María Alfaro-Contreras|David Rizo|Jorge Calvo-Zaragoza
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Investigating Time-Line-Based Music Traditions With Field Recordings: A Case Study of Candomblé Bell Patterns.
Lucas Simões Maia|Richa Namballa|Martín Rocamora|Magdalena Fuentes|Carlos Guedes
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Composer's Assistant 2: Interactive Multi-Track MIDI Infilling With Fine-Grained User Control.
Martin E. Malandro
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Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning.
Ilaria Manco|Justin Salamon|Oriol Nieto
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Towards Universal Optical Music Recognition: A Case Study on Notation Types.
Juan Carlos Martinez-Sevilla|David Rizo|Jorge Calvo-Zaragoza
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MidiCaps: A Large-Scale MIDI Dataset With Text Captions.
Jan Melechovský|Abhinaba Roy|Dorien Herremans
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HAISP: A Dataset of Human-AI Songwriting Processes From the AI Song Contest.
Lidia J. Morris|Rebecca Leger|Michele Newman|John Ashley Burgoyne|Ryan Groves|Natasha Mangal|Jin Ha Lee
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Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church Chants.
Mequanent Argaw Muluneh|Yan-Tsung Peng|Li Su
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Using Item Response Theory to Aggregate Music Annotation Results of Multiple Annotators.
Tomoyasu Nakano|Masataka Goto
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Harnessing the Power of Distributions: Probabilistic Representation Learning on Hypersphere for Multimodal Music Information Retrieval.
Takayuki Nakatsuka|Masahiro Hamasaki|Masataka Goto
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Automatic Estimation of Singing Voice Musical Dynamics.
Jyoti Narang|Nazif Can Tamer|Viviana De La Vega|Xavier Serra
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Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models.
Shahan Nercessian|Johannes Imort|Ninon Devis|Frederik Blang
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Purposeful Play: Evaluation and Co-Design of Casual Music Creation Applications With Children.
Michele Newman|Lidia J. Morris|Jun Kato|Masataka Goto|Jason Yip|Jin Ha Lee
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Exploring Internet Radio Across the Globe With the MIRAGE Online Dashboard.
Ngan V. T. Nguyen|Elizabeth Acosta|Tommy Dang|David R. W. Sears
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A New Dataset, Notation Software, and Representation for Computational Schenkerian Analysis.
Stephen Ni-Hahn|Weihan Xu|Zirui Yin|Rico Zhu|Simon Mak|Yue Jiang|Cynthia Rudin
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Diff-a-Riff: Musical Accompaniment Co-Creation via Latent Diffusion Models.
Javier Nistal|Marco Pasini|Cyran Aouameur|Maarten Grachten|Stefan Lattner
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DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation.
Zachary Novack|Julian J. McAuley|Taylor Berg-Kirkpatrick|Nicholas J. Bryan
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Which Audio Features Can Predict the Dynamic Musical Emotions of Both Composers and Listeners?
Eun Ji Oh|Hyunjae Kim|Kyung Myun Lee
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The ListenBrainz Listens Dataset.
Kartik Ohri|Robert Kaye
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Notewise Evaluation for Music Source Separation: A Case Study for Separated Piano Tracks.
Yigitcan Özer|Hans-Ulrich Berendes|Vlora Arifi-Müller|Fabian-Robert Stöter|Meinard Müller
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Quantitative Analysis of Melodic Similarity in Music Copyright Infringement Cases.
Saebyul Park|Halla Kim|Jiye Jung|Juyong Park|Jeounghoon Kim|Juhan Nam
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Enhancing Predictive Models of Music Familiarity With EEG: Insights From Fans and Non-Fans of K-Pop Group NCT127.
Seokbeom Park|Hyunjae Kim|Kyung Myun Lee
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Music2Latent: Consistency Autoencoders for Latent Audio Compression.
Marco Pasini|Stefan Lattner|George Fazekas
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TheGlueNote: Learned Representations for Robust and Flexible Note Alignment.
Silvan Peter|Gerhard Widmer
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Automatic Detection of Moral Values in Music Lyrics.
Vjosa Preniqi|Iacopo Ghinassi|Julia Ive|Kyriaki Kalimeri|Charalampos Saitis
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Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-Efficient Approach.
Pedro Ramoneda|Vsevolod Eremenko|Alexandre D'Hooge|Emilia Parada-Cabaleiro|Xavier Serra
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Music Proofreading With RefinPaint: Where and How to Modify Compositions Given Context.
Pedro Ramoneda|Martín Rocamora|Taketo Akama
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Formal Modeling of Structural Repetition Using Tree Compression.
Zeng Ren|Yannis Rammos|Martin A. Rohrmeier
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GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model.
Xavier Riley|Zixun Guo|Andrew C. Edwards|Simon Dixon
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Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.
Alain Riou|Stefan Lattner|Gaëtan Hadjeres|Michael Anslow|Geoffroy Peeters
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Lessons Learned From a Project to Encode Mensural Music on a Large Scale With Optical Music Recognition.
David Rizo|Jorge Calvo-Zaragoza|Patricia García-Iasci|Teresa Delgado-Sánchez
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Audio Conditioning for Music Generation via Discrete Bottleneck Features.
Simon Rouard|Yossi Adi|Jade Copet|Axel Roebel|Alexandre Défossez
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Human Pose Estimation for Expressive Movement Descriptors in Vocal Musical Performances.
Sujoy Roychowdhury|Preeti Rao|Sharat Chandran
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Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation.
Jiwoo Ryu|Hao-Wen Dong|Jongmin Jung|Dasaem Jeong
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RNBert: Fine-Tuning a Masked Language Model for Roman Numeral Analysis.
Malcolm Sailor
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Between the AI and Me: Analysing Listeners' Perspectives on AI- and Human-Composed Progressive Metal Music.
Pedro Sarmento|Jackson Loth|Mathieu Barthet
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Saraga Audiovisual: A Large Multimodal Open Data Collection for the Analysis of Carnatic Music.
Adithi Shankar|Genís Plaja-Roglans|Thomas Nuttall|Martín Rocamora|Xavier Serra
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Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music.
Nithya Nadig Shikarpur|Krishna Maneesha Dendukuri|Yusong Wu|Antoine Caillon|Cheng-Zhi Anna Huang
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Mosaikbox: Improving Fully Automatic DJ Mixing Through Rule-Based Stem Modification and Precise Beat-Grid Estimation.
Robert Sowula|Peter Knees
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ST-ITO: Controlling Audio Effects for Style Transfer With Inference-Time Optimization.
Christian J. Steinmetz|Shubhr Singh|Marco Comunità|Ilias Ibnyahya|Shanxin Yuan|Emmanouil Benetos|Joshua D. Reiss
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Semi-Supervised Piano Transcription Using Pseudo-Labeling Techniques.
Sebastian Strahl|Meinard Müller
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FruitsMusic: A Real-World Corpus of Japanese Idol-Group Songs.
Hitoshi Suda|Shunsuke Yoshida|Tomohiko Nakamura|Satoru Fukayama|Jun Ogata
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Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation.
Or Tal|Alon Ziv|Itai Gat|Felix Kreuk|Yossi Adi
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PiCoGen2: Piano Cover Generation With Transfer Learning Approach and Weakly Aligned Data.
Chih-Pin Tan|Hsin Ai|Yi-Hsin Chang|Shuen-Huei Guan|Yi-Hsuan Yang
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The Concatenator: A Bayesian Approach to Real Time Concatenative Musaicing.
Christopher J. Tralie|Ben Cantil
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Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music With Lightweight Finetuning.
Fang-Duo Tsai|Shih-Lun Wu|Haven Kim|Bo-Yu Chen|Hao-Chung Cheng|Yi-Hsuan Yang
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Diff-MST: Differentiable Mixing Style Transfer.
Soumya Sai Vanka|Christian J. Steinmetz|Jean-Baptiste Rolland|Joshua D. Reiss|George Fazekas
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I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition.
Yannis Vasilakis|Rachel M. Bittner|Johan Pauwels
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Exploring the Inner Mechanisms of Large Generative Music Models.
Marcel A. Vélez Vásquez|Charlotte Pouw|John Ashley Burgoyne|Willem H. Zuidema
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Mel-RoFormer for Vocal Separation and Vocal Melody Transcription.
Ju-Chiang Wang|Wei-Tsung Lu|Jitong Chen
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A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems.
Karn N. Watcharasupat|Alexander Lerch
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MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models.
Benno Weck|Ilaria Manco|Emmanouil Benetos|Elio Quinton|George Fazekas|Dmitry Bogdanov
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Do Music Generation Models Encode Music Theory?
Megan Wei|Michael Freeman|Chris Donahue|Chen Sun
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Streaming Piano Transcription Based on Consistent Onset and Offset Decoding With Sustain Pedal Detection.
Weixing Wei|Jiahao Zhao|Yulun Wu|Kazuyoshi Yoshii
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MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing.
Shangda Wu|Yashan Wang|Xiaobing Li|Feng Yu|Maosong Sun
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Scoring Time Intervals Using Non-Hierarchical Transformer for Automatic Piano Transcription.
Yujia Yan|Zhiyao Duan
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Toward a More Complete OMR Solution.
Guang Yang|Muru Zhang|Lin Qiu|Yanming Wan|Noah A. Smith
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Note-Level Transcription of Choral Music.
Huiran Yu|Zhiyao Duan
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In-Depth Performance Analysis of the ADTOF-Based Algorithm for Automatic Drum Transcription.
Mickaël Zehren|Marco Alunno|Paolo Bientinesi
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Robust and Accurate Audio Synchronization Using Raw Features From Transcription Models.
Johannes Zeitler|Ben Maman|Meinard Müller
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From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano.
Huan Zhang|Jinhua Liang|Simon Dixon
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Can LLMs "Reason" in Music? an Evaluation of LLMs' Capability of Music Understanding and Generation.
Ziya Zhou|Yuhang Wu|Zhiyue Wu|Xinyue Zhang|Ruibin Yuan|Yinghao Ma|Lu Wang|Emmanouil Benetos|Wei Xue|Yike Guo
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MMT-BERT: Chord-Aware Symbolic Music Generation Based on Multitrack Music Transformer and MusicBERT.
Jinlong Zhu|Keigo Sakurai|Ren Togo|Takahiro Ogawa|Miki Haseyama