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ISMIR 2016

Full Proceedings

Papers

SiMPle: Assessing Music Similarity Using Subsequences Joins.
Diego Furtado Silva, Chin-Chia Michael Yeh, Gustavo E. A. P. A. Batista, Eamonn J. Keogh

Score-Informed Identification of Missing and Extra Notes in Piano Recordings.
Sebastian Ewert, Siying Wang, Meinard Müller, Mark B. Sandler

Feature Learning for Chord Recognition: The Deep Chroma Extractor.
Filip Korzeniowski, Gerhard Widmer

Learning to Pinpoint Singing Voice from Weakly Labeled Examples.
Jan Schlüter

A Corpus of Annotated Irish Traditional Dance Music Recordings: Design and Benchmark Evaluations.
Pierre Beauguitte, Bryan Duggan, John D. Kelleher

Adaptive Frequency Neural Networks for Dynamic Pulse and Metre Perception.
Andrew John Lambert, Tillman Weyde, Newton Armstrong

An Evaluation Framework and Case Study for Rhythmic Concatenative Synthesis.
Cárthach Ó Nuanáin, Perfecto Herrera, Sergi Jordà

An Ontology for Audio Features.
Alo Allik, György Fazekas, Mark B. Sandler

Analysis and Classification of Phonation Modes In Singing.
Daniel Stoller, Simon Dixon

Analysis of Vocal Imitations of Pitch Trajectories.
Jiajie Dai, Simon Dixon

Automatic Music Recommendation Systems: Do Demographic, Profiling, and Contextual Features Improve Their Performance?.
Gabriel Vigliensoni, Ichiro Fujinaga

Automatic Outlier Detection in Music Genre Datasets.
Yen-Cheng Lu, Chih-Wei Wu, Alexander Lerch, Chang-Tien Lu

AVA: An Interactive System for Visual and Quantitative Analyses of Vibrato and Portamento Performance Styles.
Luwei Yang, Khalid Z. Rajab, Elaine Chew

Composer Recognition Based on 2D-Filtered Piano-Rolls.
Gissel Velarde, Tillman Weyde, Carlos Eduardo Cancino Chacón, David Meredith, Maarten Grachten

Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR.
Kristina Andersen, Peter Knees

Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks.
Florian Krebs, Sebastian Böck, Matthias Dorfer, Gerhard Widmer

Enhancing Cover Song Identification with Hierarchical Rank Aggregation.
Julien Osmalskyj, Marc Van Droogenbroeck, Jean-Jacques Embrechts

Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio.
Tim Tse, Justin Salamon, Alex C. Williams, Helga Jiang, Edith Law

Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies.
Sergio Oramas, Luis Espinosa Anke, Aonghus Lawlor, Xavier Serra, Horacio Saggion

Further Steps Towards a Standard Testbed for Optical Music Recognition.
Jan Hajic Jr., Jiri Novotný, Pavel Pecina, Jaroslav Pokorný

Improving Voice Separation by Better Connecting Contigs.
Nicolas Guiomard-Kagan, Mathieu Giraud, Richard Groult, Florence Levé

Integer Programming Formulation of the Problem of Generating Milton Babbitt’s All-Partition Arrays.
Tsubasa Tanaka, Brian Bemman, David Meredith

Integration and Quality Assessment of Heterogeneous Chord Sequences Using Data Fusion.
Hendrik Vincent Koops, W. Bas de Haas, Dimitrios Bountouridis, Anja Volk

Landmark-Based Audio Fingerprinting for DJ Mix Monitoring.
Reinhard Sonnleitner, Andreas Arzt, Gerhard Widmer

Learning and Visualizing Music Specifications Using Pattern Graphs.
Rafael Valle, Daniel J. Fremont, Ilge Akkaya, Alexandre Donzé, Adrian Freed, Sanjit A. Seshia

Listen To Me – Don’t Listen To Me: What Communities of Critics Tell Us About Music.
Ben Fields, Christophe Rhodes

Long-Term Reverberation Modeling for Under-Determined Audio Source Separation with Application to Vocal Melody Extraction.
Romain Hennequin, François Rigaud

Nonnegative Tensor Factorization with Frequency Modulation Cues for Blind Audio Source Separation.
Elliot Creager, Noah D. Stein, Roland Badeau, Philippe Depalle

On Drum Playing Technique Detection in Polyphonic Mixtures.
Chih-Wei Wu, Alexander Lerch

Predicting Missing Music Components with Bidirectional Long Short-Term Memory Neural Networks.
I-Ting Liu, Richard Randall

Structural Segmentation and Visualization of Sitar and Sarod Concert Audio.
Vinutha T. P., Suryanarayana Sankagiri, Kaustuv Kanti Ganguli, Preeti Rao

Template-Based Vibrato Analysis in Complex Music Signals.
Jonathan Driedger, Stefan Balke, Sebastian Ewert, Meinard Müller

Towards Evaluating Multiple Predominant Melody Annotations in Jazz Recordings.
Stefan Balke, Jonathan Driedger, Jakob Abeßer, Christian Dittmar, Meinard Müller

Joint Beat and Downbeat Tracking with Recurrent Neural Networks.
Sebastian Böck, Florian Krebs, Gerhard Widmer

Bayesian Meter Tracking on Learned Signal Representations.
Andre Holzapfel, Thomas Grill

Tempo Estimation for Music Loops and a Simple Confidence Measure.
Frederic Font, Xavier Serra

Brain Beats: Tempo Extraction from EEG Data.
Sebastian Stober, Thomas Prätzlich, Meinard Müller

A Plan for Sustainable MIR Evaluation.
Brian McFee, Eric J. Humphrey, Julián Urbano

Go with the Flow: When Listeners Use Music as Technology.
Andrew Demetriou, Martha Larson, Cynthia C. S. Liem

A Look at the Cloud from Both Sides Now: An Analysis of Cloud Music Service Usage.
Jin Ha Lee, Yea-Seul Kim, Chris Hubbles

A Hierarchical Bayesian Model of Chords, Pitches, and Spectrograms for Multipitch Analysis.
Yuta Ojima, Eita Nakamura, Katsutoshi Itoyama, Kazuyoshi Yoshii

A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging.
Michele Buccoli, Massimiliano Zanoni, György Fazekas, Augusto Sarti, Mark B. Sandler

A Latent Representation of Users, Sessions, and Songs for Listening Behavior Analysis.
Chia-Hao Chung, Jing-Kai Lou, Homer H. Chen

A Methodology for Quality Assessment in Collaborative Score Libraries.
Vincent Besson, Marco Gurrieri, Philippe Rigaux, Alice Tacaille, Virginie Thion

Aligned Hierarchies: A Multi-Scale Structure-Based Representation for Music-Based Data Streams.
Katherine M. Kinnaird

Analysing Scattering-Based Music Content Analysis Systems: Where’s the Music?.
Francisco Rodríguez-Algarra, Bob L. Sturm, Hugo Maruri-Aguilar

Beat Tracking with a Cepstroid Invariant Neural Network.
Anders Elowsson

Bootstrapping a System for Phoneme Recognition and Keyword Spotting in Unaccompanied Singing.
Anna M. Kruspe

Can Microblogs Predict Music Charts? An Analysis of the Relationship Between #Nowplaying Tweets and Music Charts.
Eva Zangerle, Martin Pichl, Benedikt Hupfauf, Günther Specht

Cross Task Study on MIREX Recent Results: An Index for Evolution Measurement and Some Stagnation Hypotheses.
Ricardo Scholz, Geber Ramalho, Giordano Cabral

Cross-Collection Evaluation for Music Classification Tasks.
Dmitry Bogdanov, Alastair Porter, Perfecto Herrera, Xavier Serra

Downbeat Detection with Conditional Random Fields and Deep Learned Features.
Simon Durand, Slim Essid

Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony.
Li Su, Tsung-Ying Chuang, Yi-Hsuan Yang

Genre Ontology Learning: Comparing Curated with Crowd-Sourced Ontologies.
Hendrik Schreiber

Genre Specific Dictionaries for Harmonic/Percussive Source Separation.
Clement Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gaël Richard

Good-sounds.org: A Framework to Explore Goodness in Instrumental Sounds.
Giuseppe Bandiera, Oriol Romani Picas, Hiroshi Tokuda, Wataru Hariya, Koji Oishi, Xavier Serra

Improving Predictions of Derived Viewpoints in Multiple Viewpoints Systems.
Thomas Hedges, Geraint A. Wiggins

Known Artist Live Song ID: A Hashprint Approach.
T. J. Tsai, Thomas Prätzlich, Meinard Müller

Learning Temporal Features Using a Deep Neural Network and its Application to Music Genre Classification.
Il-Young Jeong, Kyogu Lee

Meter Detection in Symbolic Music Using Inner Metric Analysis.
W. Bas de Haas, Anja Volk

Minimax Viterbi Algorithm for HMM-Based Guitar Fingering Decision.
Gen Hori, Shigeki Sagayama

Mixtape: Direction-Based Navigation in Large Media Collections.
João Paulo V. Cardoso, Luciana Fujii Pontello, Pedro H. F. Holanda, Bruno Guilherme, Olga Goussevskaia, Ana Paula Couto da Silva

Musical Note Estimation for F0 Trajectories of Singing Voices Based on a Bayesian Semi-Beat-Synchronous HMM.
Ryo Nishikimi, Eita Nakamura, Katsutoshi Itoyama, Kazuyoshi Yoshii

On the Evaluation of Rhythmic and Melodic Descriptors for Music Similarity.
Maria Panteli, Simon Dixon

On the Potential of Simple Framewise Approaches to Piano Transcription.
Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer

Phrase-Level Audio Segmentation of Jazz Improvisations Informed by Symbolic Data.
Jeff Gregorio, Youngmoo Kim

Revisiting Priorities: Improving MIR Evaluation Practices.
Bob L. Sturm

Simultaneous Separation and Segmentation in Layered Music.
Prem Seetharaman, Bryan Pardo

Towards Modeling and Decomposing Loop-Based Electronic Music.
Patricio López-Serrano, Christian Dittmar, Jonathan Driedger, Meinard Müller

Two (Note) Heads Are Better Than One: Pen-Based Multimodal Interaction with Music Scores.
Jorge Calvo-Zaragoza, David Rizo, José Manuel Iñesta Quereda

Analyzing Measure Annotations for Western Classical Music Recordings.
Christof Weiß, Vlora Arifi-Müller, Thomas Prätzlich, Rainer Kleinertz, Meinard Müller

Instrumental Idiom in the 16th Century: Embellishment Patterns in Arrangements of Vocal Music.
David Lewis, Tim Crawford, Daniel Müllensiefen

The Sousta Corpus: Beat-Informed Automatic Transcription of Traditional Dance Tunes.
Andre Holzapfel, Emmanouil Benetos

Learning a Feature Space for Similarity in World Music.
Maria Panteli, Emmanouil Benetos, Simon Dixon

Systematic Exploration of Computational Music Structure Research.
Oriol Nieto, Juan Pablo Bello

Using Priors to Improve Estimates of Music Structure.
Jordan B. L. Smith, Masataka Goto

Music Structural Segmentation Across Genres with Gammatone Features.
Mi Tian, Mark B. Sandler

A Comparison of Melody Extraction Methods Based on Source-Filter Modelling.
Juan J. Bosch, Rachel M. Bittner, Justin Salamon, Emilia Gómez

An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics.
Markus Schedl, Hamid Eghbal-Zadeh, Emilia Gómez, Marko Tkalcic

An Attack/Decay Model for Piano Transcription.
Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon

Automatic Drum Transcription Using Bi-Directional Recurrent Neural Networks.
Carl Southall, Ryan Stables, Jason Hockman

Automatic Practice Logging: Introduction, Dataset & Preliminary Study.
R. Michael Winters, Siddharth Gururani, Alexander Lerch

Data-Driven Exploration of Melodic Structure in Hindustani Music.
Kaustuv Kanti Ganguli, Sankalp Gulati, Xavier Serra, Preeti Rao

Deep Convolutional Networks on the Pitch Spiral For Music Instrument Recognition.
Vincent Lostanlen, Carmine-Emanuele Cella

DTV-Based Melody Cutting for DTW-Based Melody Search and Indexing in QbH Systems.
Bartlomiej Stasiak

Elucidating User Behavior in Music Services Through Persona and Gender.
John Fuller, Lauren Hubener, Yea-Seul Kim, Jin Ha Lee

Exploring the Latent Structure of Collaborations in Music Recordings: A Case Study in Jazz.
Nazareno Andrade, Flavio Figueiredo

Global Properties of Expert and Algorithmic Hierarchical Music Analyses.
Phillip B. Kirlin

Human-Interactive Optical Music Recognition.
Liang Chen, Erik Stolterman, Christopher Raphael

I Said it First: Topological Analysis of Lyrical Influence Networks.
Jack Atherton, Blair Kaneshiro

Impact of Music on Decision Making in Quantitative Tasks.
Elad Liebman, Peter Stone, Corey N. White

Interactive Scores in Classical Music Production.
Simon Waloschek, Axel Berndt, Benjamin W. Bohl, Aristotelis Hadjakos

Jazz Ensemble Expressive Performance Modeling.
Helena Bantulà, Sergio I. Giraldo, Rafael Ramírez

Mining Musical Traits of Social Functions in Native American Music.
Daniel Shanahan, Kerstin Neubarth, Darrell Conklin

Mining Online Music Listening Trajectories.
Flavio Figueiredo, Bruno Ribeiro, Christos Faloutsos, Nazareno Andrade, Jussara M. Almeida

Musical Typicality: How Many Similar Songs Exist?.
Tomoyasu Nakano, Daichi Mochihashi, Kazuyoshi Yoshii, Masataka Goto

MusicDB: A Platform for Longitudinal Music Analytics.
Jeremy Hyrkas, Bill Howe

Noise Robust Music Artist Recognition Using I-Vector Features.
Hamid Eghbal-zadeh, Gerhard Widmer

On the Use of Note Onsets for Improved Lyrics-To-Audio Alignment in Turkish Makam Music.
Georgi Dzhambazov, Ajay Srinivasamurthy, Sertan Sentürk, Xavier Serra

Querying XML Score Databases: XQuery is not Enough!.
Raphaël Fournier-S’niehotta, Philippe Rigaux, Nicolas Travers

Recurrent Neural Networks for Drum Transcription.
Richard Vogl, Matthias Dorfer, Peter Knees

Singing Voice Melody Transcription Using Deep Neural Networks.
François Rigaud, Mathieu Radenen

Sparse Coding Based Music Genre Classification Using Spectro-Temporal Modulations.
Kai-Chun Hsu, Chih-Shan Lin, Tai-Shih Chi

Time-Delayed Melody Surfaces for Rāga Recognition.
Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Sertan Sentürk, Xavier Serra

Transcribing Human Piano Performances into Music Notation.
Andrea Cogliati, David Temperley, Zhiyao Duan

WiMIR: An Informetric Study On Women Authors In ISMIR.
Xiao Hu, Kahyun Choi, Jin Ha Lee, Audrey Laplante, Yun Hao, Sally Jo Cunningham, J. Stephen Downie

Automatic Melodic Reduction Using a Supervised Probabilistic Context-Free Grammar.
Ryan Groves

A Neural Greedy Model for Voice Separation in Symbolic Music.
Patrick Gray, Razvan C. Bunescu

Towards Score Following In Sheet Music Images.
Matthias Dorfer, Andreas Arzt, Gerhard Widmer

Extracting Ground-Truth Information from MIDI Files: A MIDIfesto.
Colin Raffel, Daniel P. W. Ellis

Automatic Tagging Using Deep Convolutional Neural Networks.
Keunwoo Choi, György Fazekas, Mark B. Sandler

A Hybrid Gaussian-HMM-Deep Learning Approach for Automatic Chord Estimation with Very Large Vocabulary.
Jun-qi Deng, Yu-Kwong Kwok

Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks.
Sangeun Kum, Changheun Oh, Juhan Nam