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