All events at a glance
Main Conference Program
Detailed Program
Oral Session 1: Musicologies
When: Tuesday Oct. 24, 2017, 9:20am – 10:40am
Where: Auditorium
Oral Session 2: Multitrack
When: Tuesday Oct. 24, 2017, 2:40pm – 4:00pm
Where: Auditorium
Monaural Score-Informed Source Separation for Classical Music Using Convolutional Neural Networks
Marius Miron, Jordi Janer, Emilia Gómez |
Deep Salience Representations for F0 Tracking in Polyphonic Music
Rachel Bittner, Brian McFee, Justin Salamon, Peter Li, Juan P. Bello |
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets
Justin Salamon, Rachel Bittner, Jordi Bonada, Juan Jose Bosch, Emilia Gómez, Juan Pablo Bello |
Make Your Own Accompaniment: Adapting Full-Mix Recordings to Match Solo-Only User Recordings
TJ Tsai, Steve K. Tjoa, Meinard Müller |
Oral Session 3: Cultural Data
When: Wednesday Oct. 25, 2017, 9:00am – 10:00am
Where: Auditorium
Oral Session 4: Multimodal
When: Wednesday Oct. 25, 2017, 2:00pm – 3:00pm
Where: Auditorium
Oral Session 5: Rhythm & Classification
When: Thursday Oct. 26, 2017, 9:00am – 10:00am
Where: Auditorium
Oral Session 6: Structure
When: Thursday Oct. 26, 2017, 2:00pm – 3:20pm
Where: Auditorium
Oral Session 7: Symbolic
When: Friday Oct. 27, 2017, 9:20am – 10:20am
Where: Auditorium
Poster Session 1
When: Tuesday Oct. 24, 2017, 12:20pm – 1:20pm & 4:00pm – 6:00pm
Where: NUSRI Cafe and Corridor
A Framework for Distributed Semantic Annotation of Musical Score: “Take It to the Bridge!”
David M. Weigl, Kevin R. Page |
A Music Player with Song Selection Function for a Group of People
Jun’ichi Suzuki, Tetsuro Kitahara |
A Post-Processing Procedure for Improving Music Tempo Estimates Using Supervised Learning
Hendrik Schreiber, Meinard Müller |
A Statistical Analysis of Gamakas in Carnatic Music
Venkata Subramanian Viraraghavan, Rangarajan Aravind, Hema A. Murthy |
Accurate Audio-to-Score Alignment for Expressive Violin Recordings
Jia-Ling Syue, Li Su, Yi-Ju Lin, Pei-Ching Li, Yen-Kuang Lu, Yu-Lin Wang, Alvin W. Y. Su |
Acoustic Features for Determining Goodness of Tabla Strokes
Krish Narang, Preeti Rao |
Automatic Sample Detection in Polyphonic Music
Siddharth Gururani, Alexander Lerch |
Chord Recognition in Symbolic Music Using Semi-Markov Conditional Random Fields
Kristen Masada, Razvan Bunescu |
Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models
Johan Pauwels, Ken O’Hanlon, György Fazekas, Mark B. Sandler |
Convolutional Neural Networks for Real-Time Beat Tracking: A Dancing Robot Application
Aggelos Gkiokas, Vassilis Katsouros |
Early MFCC and HPCP Fusion for Robust Cover Song Identification
Christopher J. Tralie |
Exploring the Music Library Association Mailing List: A Text Mining Approach
Xiao Hu, Kahyun Choi, Yun Hao, Sally Jo Cunningham, Jin Ha Lee, Audrey Laplante, David Bainbridge, J. Stephen Downie |
Fast and Accurate: Improving a Simple Beat Tracker with a Selectively-Applied Deep Beat Identification
Akira Maezawa |
FMA: A Dataset for Audio Analysis
Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson |
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang |
Modeling Harmony with Skip-Grams
David R. W. Sears, Andreas Arzt, Harald Frostel, Reinhard Sonnleitner, Gerhard Widmer |
NMED-T: A Tempo-Focused Dataset of Cortical and Behavioral Responses to Naturalistic Music
Steven Losorelli, Duc T. Nguyen, Jacek P. Dmochowski, Blair Kaneshiro |
Performance Error Detection and Post-Processing for Fast and Accurate Symbolic Music Alignment
Eita Nakamura, Kazuyoshi Yoshii, Haruhiro Katayose |
Piece Identification in Classical Piano Music Without Reference Scores
Andreas Arzt, Gerhard Widmer |
PiPo, a Plugin Interface for Afferent Data Stream Processing Operators
Norbert Schnell, Diemo Schwarz, Joseph Laralde, Riccardo Borghesi |
Ranking-Based Emotion Recognition for Experimental Music
Jianyu Fan, Kıvanç Tatar, Miles Thorogood, Philippe Pasquier |
Scale- and Rhythm-Aware Musical Note Estimation for Vocal F0 Trajectories Based on a Semi-Tatum-Synchronous Hierarchical Hidden Semi-Markov Model
Ryo Nishikimi, Eita Nakamura, Masataka Goto, Katsutoshi Itoyama, Kazuyoshi Yoshii |
Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks
Jordi Pons, Rong Gong, Xavier Serra |
Towards Automatic Mispronunciation Detection in Singing
Chitralekha Gupta, David Grunberg, Preeti Rao, Ye Wang |
Understanding the Expressive Functions of Jingju Metrical Patterns through Lyrics Text Mining
Shuo Zhang, Rafael Caro Repetto, Xavier Serra |
Poster Session 2
When: Wednesday Oct. 25, 2017, 11:40am – 12:40pm & 3:00pm – 5:00pm
Where: NUSRI Cafe
A Metric for Music Notation Transcription Accuracy
Andrea Cogliati, Zhiyao Duan |
A Multiobjective Music Recommendation Approach for Aspect-Based Diversification
Ricardo S. Oliveira, Caio Nóbrega, Leandro B. Marinho, Nazareno Andrade |
A Study on LSTM Networks for Polyphonic Music Sequence Modelling
Adrien Ycart, Emmanouil Benetos |
Audio to Score Matching by Combining Phonetic and Duration Information
Rong Gong, Jordi Pons, Xavier Serra |
Automatic Interpretation of Music Structure Analyses: A Validated Technique for Post-Hoc Estimation of the Rationale for an Annotation
Jordan B. L. Smith, Elaine Chew |
Automatic Playlist Sequencing and Transitions
Rachel Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, P. Hunter McCurry, Nicola Montecchio |
Automatic Stylistic Composition of Bach Chorales with Deep LSTM
Feynman Liang, Mark Gotham, Matthew Johnson, Jamie Shotton |
Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test
Shengchen Li, Simon Dixon, Mark D. Plumbley |
Discourse Analysis of Lyric and Lyric-Based Classification of Music
Jiakun Fang, David Grunberg, Diane Litman, Ye Wang |
End-to-End Optical Music Recognition Using Neural Networks
Jorge Calvo-Zaragoza, Jose Javier Valero-Mas, Antonio Pertusa |
Exploiting Playlists for Representation of Songs and Words for Text-Based Music Retrieval
Chia-Hao Chung, Yian Chen, Homer Chen |
Freesound Datasets: A Platform for the Creation of Open Audio Datasets
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra |
From Bach to the Beatles: The Simulation of Human Tonal Expectation Using Ecologically-Trained Predictive Models
Carlos Cancino-Chacón, Maarten Grachten, Kat Agres |
Function- and Rhythm-Aware Melody Harmonization Based on Tree-Structured Parsing and Split-Merge Sampling of Chord Sequences
Hiroaki Tsushima, Eita Nakamura, Katsutoshi Itoyama, Kazuyoshi Yoshii |
High-Level Music Descriptor Extraction Algorithm Based on Combination of Multi-Channel CNNs and LSTM
Ning Chen, Shijun Wang |
Identifying Raga Similarity Through Embeddings Learned from Compositions’ Notation
Joe Cheri Ross, Abhijit Mishra, Kaustuv Kanti Ganguli, Pushpak Bhattacharyya, Preeti Rao |
Improving Note Segmentation in Automatic Piano Music Transcription Systems with a Two-State Pitch-Wise HMM Method
Dorian Cazau, Yuancheng Wang, Olivier Adam, Qiao Wang, Grégory Nuel |
Large Vocabulary Automatic Chord Estimation with an Even Chance Training Scheme
Junqi Deng, Yu-Kwong Kwok |
Local Interpretable Model-Agnostic Explanations for Music Content Analysis
Saumitra Mishra, Bob L. Sturm, Simon Dixon |
Lyric Jumper: A Lyrics-Based Music Exploratory Web Service by Modeling Lyrics Generative Process
Kosetsu Tsukuda, Keisuke Ishida, Masataka Goto |
Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers
Rodrigo Schramm, Andrew McLeod, Mark Steedman, Emmanouil Benetos |
Onset Detection in Composition Items of Carnatic Music
Jilt Sebastian, Hema A. Murthy |
Song2Guitar: A Difficulty-Aware Arrangement System for Generating Guitar Solo Covers from Polyphonic Audio of Popular Music
Shunya Ariga, Satoru Fukayama, Masataka Goto |
The SEILS Dataset: Symbolically Encoded Scores in Modern-Early Notation for Computational Musicology
Emilia Parada-Cabaleiro, Anton Batliner, Alice Baird, Bjoern W. Schuller |
Poster Session 3
When: Thursday Oct. 26, 2017, 11:40am – 12:40pm & 3:20pm – 5:20pm
Where: NUSRI Cafe
“I’m at #Osheaga!”: Listening to the Backchannel of a Music Festival on Twitter
Audrey Laplante, Timothy D. Bowman, Nawel Aamar |
A Database Linking Piano and Orchestral MIDI Scores with Application to Automatic Projective Orchestration
Léopold Crestel, Philippe Esling, Lena Heng, Stephen McAdams |
Analysis of Interactive Intonation in Unaccompanied SATB Ensembles
Jiajie Dai, Simon Dixon |
Automatic Drum Transcription for Polyphonic Recordings Using Soft Attention Mechanisms and Convolutional Neural Networks
Carl Southall, Ryan Stables, Jason Hockman |
Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data
Chih-Wei Wu, Alexander Lerch |
Chord Generation from Symbolic Melody Using BLSTM Networks
Hyungui Lim, Seungyeon Rhyu, Kyogu Lee |
Cover Song Identification with Metric Learning Using Distance as a Feature
Hoon Heo, Hyunwoo J. Kim, Wan Soo Kim, Kyogu Lee |
Examining Musical Meaning in Similarity Thresholds
Katherine M. Kinnaird |
Exploring Tonal-Dramatic Relationships in Richard Wagner’s Ring Cycle
Frank Zalkow, Christof Weiß, Meinard Müller |
Feature Discovery for Sequential Prediction of Monophonic Music
Jonas Langhabel, Robert Lieck, Marc Toussaint, Martin Rohrmeier |
Generating Nontrivial Melodies for Music as a Service
Yifei Teng, Anny Zhao, Camille Goudeseune |
Geographical Origin Prediction of Folk Music Recordings from the United Kingdom
Vytaute Kedyte, Maria Panteli, Tillman Weyde, Simon Dixon |
In Search of the Consensus Among Musical Pattern Discovery Algorithms
Iris Yuping Ren, Hendrik Vincent Koops, Anja Volk, Wouter Swierstra |
Informed Automatic Meter Analysis of Music Recordings
Ajay Srinivasamurthy, André Holzapfel, Xavier Serra |
Intelligibility of Sung Lyrics: A Pilot Study
Karim M. Ibrahim, David Grunberg, Kat Agres, Chitralekha Gupta, Ye Wang |
Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network
Alexandros Tsaptsinos |
Metrical-Accent Aware Vocal Onset Detection in Polyphonic Audio
Georgi Dzhambazov, André Holzapfel, Ajay Srinivasamurthy, Xavier Serra |
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music
Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Andreas Jansson, Tristan Jehan |
Multi-Part Pattern Analysis: Combining Structure Analysis and Source Separation to Discover Intra-Part Repeated Sequences
Jordan B. L. Smith, Masataka Goto |
One-Step Detection of Background, Staff Lines, and Symbols in Medieval Music Manuscripts with Convolutional Neural Networks
Jorge Calvo-Zaragoza, Gabriel Vigliensoni, Ichiro Fujinaga |
Optical Music Recognition with Convolutional Sequence-to-Sequence Models
Eelco van der Wel, Karen Ullrich |
Re-Visiting the Music Segmentation Problem with Crowdsourcing
Cheng-i Wang, Gautham J. Mysore, Shlomo Dubnov |
Singing Voice Separation with Deep U-Net Convolutional Networks
Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Aparna Kumar, Tillman Weyde |
Sketching Sonata Form Structure in Selected Classical String Quartets
Louis Bigo, Mathieu Giraud, Richard Groult, Nicolas Guiomard-Kagan, Florence Levé |
