Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. [pdf] |
Jeff Ens, Bernhard E. Riecke, Philippe Pasquier
The Significance of the Low Complexity Dimension in Music Similarity Judgements. [pdf] |
Kaustuv Kanti Ganguli, Preeti Rao
Towards Computational Modeling of the Ungrammatical in a Raga Performance. [pdf] |
Rafael Caro Repetto, Xavier Serra
A Collection of Music Scores for Corpus Based Jingju Singing Research. [pdf] |
Marius Miron, Jordi Janer, Emilia Gómez
Monaural Score-Informed Source Separation for Classical Music Using Convolutional Neural Networks. [pdf] |
Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello
Deep Salience Representations for F0 Estimation in Polyphonic Music. [pdf] |
Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan J. Bosch, Emilia Gómez, Juan Pablo Bello
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets. [pdf] |
T. J. Tsai, Steven K. Tjoa, Meinard Müller
Make Your Own Accompaniment: Adapting Full-Mix Recordings to Match Solo-Only User Recordings. [pdf] |
Dmitry Bogdanov, Xavier Serra
Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database. [pdf] |
Gabriel Vigliensoni, Ichiro Fujinaga
The Music Listening Histories Dataset. [pdf] |
Meijun Liu, Xiao Hu, Markus Schedl
Artist Preferences and Cultural, Socio-Economic Distances Across Countries: A Big Data Perspective. [pdf] |
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment. [pdf] |
Bochen Li, Karthik Dinesh, Gaurav Sharma, Zhiyao Duan
Video-Based Vibrato Detection and Analysis for Polyphonic String Music. [pdf] |
Nick Gang, Blair Kaneshiro, Jonathan Berger, Jacek P. Dmochowski
Decoding Neurally Relevant Musical Features Using Canonical Correlation Analysis. [pdf] |
Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
Transfer Learning for Music Classification and Regression Tasks. [pdf] |
Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees
Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. [pdf] |
Jeroen Peperkamp, Klaus Hildebrandt, Cynthia C. S. Liem
A Formalization of Relative Local Tempo Variations in Collections of Performances. [pdf] |
François Pachet, Alexandre Papadopoulos, Pierre Roy
Sampling Variations of Sequences for Structured Music Generation. [pdf] |
H. G. Ranjani, Deepak Paramashivan, Thippur V. Sreenivas
Quantized Melodic Contours in Indian Art Music Perception: Application to Transcription. [pdf] |
Corentin Louboutin, Frédéric Bimbot
Modeling the Multiscale Structure of Chord Sequences Using Polytopic Graphs. [pdf] |
Brian McFee, Juan Pablo Bello
Structured Training for Large-Vocabulary Chord Recognition. [pdf] |
Zhengshan Shi, Kumaran Arul, Julius O. Smith
Modeling and Digitizing Reproducing Piano Rolls. [pdf] |
Peter van Kranenburg, Geert Maessen
Comparing Offertory Melodies of Five Medieval Christian Chant Traditions. [pdf] |
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck
Counterpoint by Convolution. [pdf] |
David M. Weigl, Kevin R. Page
A Framework for Distributed Semantic Annotation of Musical Score: “Take It to the Bridge!”. [pdf] |
Junichi Suzuki, Tetsuro Kitahara
A Music Player with Song Selection Function for a Group of People. [pdf] |
Hendrik Schreiber, Meinard Müller
A Post-Processing Procedure for Improving Music Tempo Estimates Using Supervised Learning. [pdf] |
Venkata Subramanian Viraraghavan, Rangarajan Aravind, Hema A. Murthy
A Statistical Analysis of Gamakas in Carnatic Music. [pdf] |
Jia-Ling Syue, Li Su, Yi-Ju Lin, Pei-Ching Li, Yen-Kuang Lu, Yu-Lin Wang, Alvin W. Y. Su
Accurate Audio-to-Score Alignment for Expressive Violin Recordings. [pdf] |
Krish Narang, Preeti Rao
Acoustic Features for Determining Goodness of Tabla Strokes. [pdf] |
Siddharth Gururani, Alexander Lerch
Automatic Sample Detection in Polyphonic Music. [pdf] |
Kristen Masada, Razvan C. Bunescu
Chord Recognition in Symbolic Music Using Semi-Markov Conditional Random Fields. [pdf] |
Johan Pauwels, Ken O’Hanlon, György Fazekas, Mark B. Sandler
Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models. [pdf] |
Aggelos Gkiokas, Vassilios Katsouros
Convolutional Neural Networks for Real-Time Beat Tracking: A Dancing Robot Application. [pdf] |
Christopher J. Tralie
Early MFCC and HPCP Fusion for Robust Cover Song Identification. [pdf] |
Xiao Hu, Kahyun Choi, Yun Hao, Sally Jo Cunningham, Jin Ha Lee, Audrey Laplante, David Bainbridge, J. Stephen Downie
Exploring the Music Library Association Mailing List: A Text Mining Approach. [pdf] |
Akira Maezawa
Fast and Accurate: Improving a Simple Beat Tracker with a Selectively-Applied Deep Beat Identification. [pdf] |
Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson
FMA: A Dataset for Music Analysis. [pdf] |
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. [pdf] |
David R. W. Sears, Andreas Arzt, Harald Frostel, Reinhard Sonnleitner, Gerhard Widmer
Modeling Harmony with Skip-Grams. [pdf] |
Steven Losorelli, Duc T. Nguyen, Jacek P. Dmochowski, Blair Kaneshiro
NMED-T: A Tempo-Focused Dataset of Cortical and Behavioral Responses to Naturalistic Music. [pdf] |
Eita Nakamura, Kazuyoshi Yoshii, Haruhiro Katayose
Performance Error Detection and Post-Processing for Fast and Accurate Symbolic Music Alignment. [pdf] |
Andreas Arzt, Gerhard Widmer
Piece Identification in Classical Piano Music Without Reference Scores. [pdf] |
Norbert Schnell, Diemo Schwarz, Joseph Larralde, Riccardo Borghesi
PiPo, a Plugin Interface for Afferent Data Stream Processing Operators. [pdf] |
Jianyu Fan, Kivanç Tatar, Miles Thorogood, Philippe Pasquier
Ranking-Based Emotion Recognition for Experimental Music. [pdf] |
Ryo Nishikimi, Eita Nakamura, Masataka Goto, Katsutoshi Itoyama, Kazuyoshi Yoshii
Scale- and Rhythm-Aware Musical Note Estimation for Vocal F0 Trajectories Based on a Semi-Tatum-Synchronous Hierarchical Hidden Semi-Markov Model. [pdf] |
Jordi Pons, Rong Gong, Xavier Serra
Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks. [pdf] |
Chitralekha Gupta, David Grunberg, Preeti Rao, Ye Wang
Towards Automatic Mispronunciation Detection in Singing. [pdf] |
Shuo Zhang, Rafael Caro Repetto, Xavier Serra
Understanding the Expressive Functions of Jingju Metrical Patterns Through Lyrics Text Mining. [pdf] |
Andrea Cogliati, Zhiyao Duan
A Metric for Music Notation Transcription Accuracy. [pdf] |
Ricardo S. Oliveira, Caio Nóbrega, Leandro Balby Marinho, Nazareno Andrade
A Multiobjective Music Recommendation Approach for Aspect-Based Diversification. [pdf] |
Adrien Ycart, Emmanouil Benetos
A Study on LSTM Networks for Polyphonic Music Sequence Modelling. [pdf] |
Rong Gong, Jordi Pons, Xavier Serra
Audio to Score Matching by Combining Phonetic and Duration Information. [pdf] |
Jordan B. L. Smith, Elaine Chew
Automatic Interpretation of Music Structure Analyses: A Validated Technique for Post-Hoc Estimation of the Rationale for an Annotation. [pdf] |
Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio
Automatic Playlist Sequencing and Transitions. [pdf] |
Feynman T. Liang, Mark Gotham, Matthew Johnson, Jamie Shotton
Automatic Stylistic Composition of Bach Chorales with Deep LSTM. [pdf] |
Shengchen Li, Simon Dixon, Mark D. Plumbley
Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test. [pdf] |
Jiakun Fang, David Grunberg, Diane T. Litman, Ye Wang
Discourse Analysis of Lyric and Lyric-Based Classification of Music. [pdf] |
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Antonio Pertusa
End-to-End Optical Music Recognition Using Neural Networks. [pdf] |
Chia-Hao Chung, Yian Chen, Homer H. Chen
Exploiting Playlists for Representation of Songs and Words for Text-Based Music Retrieval. [pdf] |
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. [pdf] |
Carlos Eduardo Cancino Chacón, Maarten Grachten, Kat Agres
From Bach to the Beatles: The Simulation of Human Tonal Expectation Using Ecologically-Trained Predictive Models. [pdf] |
Hiroaki Tsushima, Eita Nakamura, Katsutoshi Itoyama, Kazuyoshi Yoshii
Function- and Rhythm-Aware Melody Harmonization Based on Tree-Structured Parsing and Split-Merge Sampling of Chord Sequences. [pdf] |
Ning Chen, Shijun Wang
High-Level Music Descriptor Extraction Algorithm Based on Combination of Multi-Channel CNNs and LSTM. [pdf] |
Joe Cheri Ross, Abhijit Mishra, Kaustuv Kanti Ganguli, Pushpak Bhattacharyya, Preeti Rao
Identifying Raga Similarity Through Embeddings Learned from Compositions’ Notation. [pdf] |
Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel
Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method. [pdf] |
Jun-qi Deng, Yu-Kwong Kwok
Large Vocabulary Automatic Chord Estimation with an Even Chance Training Scheme. [pdf] |
Saumitra Mishra, Bob L. Sturm, Simon Dixon
Local Interpretable Model-Agnostic Explanations for Music Content Analysis. [pdf] |
Kosetsu Tsukuda, Keisuke Ishida, Masataka Goto
Lyric Jumper: A Lyrics-Based Music Exploratory Web Service by Modeling Lyrics Generative Process. [pdf] |
Rodrigo Schramm, Andrew Mcleod, Mark Steedman, Emmanouil Benetos
Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers. [pdf] |
Jilt Sebastian, Hema A. Murthy
Onset Detection in Composition Items of Carnatic Music. [pdf] |
Shunya Ariga, Satoru Fukayama, Masataka Goto
Song2Guitar: A Difficulty-Aware Arrangement System for Generating Guitar Solo Covers from Polyphonic Audio of Popular Music. [pdf] |
Emilia Parada-Cabaleiro, Anton Batliner, Alice Baird, Björn W. Schuller
The SEILS Dataset: Symbolically Encoded Scores in Modern-Early Notation for Computational Musicology. [pdf] |
Audrey Laplante, Timothy D. Bowman, Nawel Aamar
“I’m at #Osheaga!”: Listening to the Backchannel of a Music Festival on Twitter. [pdf] |
Léopold Crestel, Philippe Esling, Lena Heng, Stephen McAdams
A Database Linking Piano and Orchestral MIDI Scores with Application to Automatic Projective Orchestration. [pdf] |
Jiajie Dai, Simon Dixon
Analysis of Interactive Intonation in Unaccompanied SATB Ensembles. [pdf] |
Carl Southall, Ryan Stables, Jason Hockman
Automatic Drum Transcription for Polyphonic Recordings Using Soft Attention Mechanisms and Convolutional Neural Networks. [pdf] |
Chih-Wei Wu, Alexander Lerch
Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data. [pdf] |
Hyungui Lim, Seungyeon Rhyu, Kyogu Lee
Chord Generation from Symbolic Melody Using BLSTM Networks. [pdf] |
Hoon Heo, Hyunwoo J. Kim, Wan Soo Kim, Kyogu Lee
Cover Song Identification with Metric Learning Using Distance as a Feature. [pdf] |
Katherine M. Kinnaird
Examining Musical Meaning in Similarity Thresholds. [pdf] |
Frank Zalkow, Christof Weiß, Meinard Müller
Exploring Tonal-Dramatic Relationships in Richard Wagner’s Ring Cycle. [pdf] |
Jonas Langhabel, Robert Lieck, Marc Toussaint, Martin Rohrmeier
Feature Discovery for Sequential Prediction of Monophonic Music. [pdf] |
Yifei Teng, Anny Zhao, Camille Goudeseune
Generating Nontrivial Melodies for Music as a Service. [pdf] |
Vytaute Kedyte, Maria Panteli, Tillman Weyde, Simon Dixon
Geographical Origin Prediction of Folk Music Recordings from the United Kingdom. [pdf] |
Iris Yuping Ren, Hendrik Vincent Koops, Anja Volk, Wouter Swierstra
In Search of the Consensus Among Musical Pattern Discovery Algorithms. [pdf] |
Ajay Srinivasamurthy, Andre Holzapfel, Xavier Serra
Informed Automatic Meter Analysis of Music Recordings. [pdf] |
Karim M. Ibrahim, David Grunberg, Kat Agres, Chitralekha Gupta, Ye Wang
Intelligibility of Sung Lyrics: A Pilot Study. [pdf] |
Alexandros Tsaptsinos
Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network. [pdf] |
Georgi Dzhambazov, Andre Holzapfel, Ajay Srinivasamurthy, Xavier Serra
Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio. [pdf] |
Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. [pdf] |
Jordan B. L. Smith, Masataka Goto
Multi-Part Pattern Analysis: Combining Structure Analysis and Source Separation to Discover Intra-Part Repeated Sequences. [pdf] |
Jorge Calvo-Zaragoza, Gabriel Vigliensoni, Ichiro Fujinaga
One-Step Detection of Background, Staff Lines, and Symbols in Medieval Music Manuscripts with Convolutional Neural Networks. [pdf] |
Eelco van der Wel, Karen Ullrich
Optical Music Recognition with Convolutional Sequence-to-Sequence Models. [pdf] |
Cheng-i Wang, Gautham J. Mysore, Shlomo Dubnov
Re-Visiting the Music Segmentation Problem with Crowdsourcing. [pdf] |
Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde
Singing Voice Separation with Deep U-Net Convolutional Networks. [pdf] |
Louis Bigo, Mathieu Giraud, Richard Groult, Nicolas Guiomard-Kagan, Florence Levé
Sketching Sonata Form Structure in Selected Classical String Quartets. [pdf] |
