Home 9 Conferences 9 ISMIR 2017

ISMIR 2017

Full Proceedings

Download pdf

Papers

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