Ichiro Fujinaga

Affiliations:
  • McGill University, Montreal, Canada


According to our database1, Ichiro Fujinaga authored at least 140 papers between 1989 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2023
A Dataset and Baseline for Automated Assessment of Timbre Quality in Trumpet Sound.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

A Few-Shot Neural Approach for Layout Analysis of Music Score Images.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Rhythmic, Melodic and Vertical N-Gram Features as a Means of Studying Symbolic Music Computationally.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

2022
Domain adaptation for staff-region retrieval of music score images.
Int. J. Document Anal. Recognit., 2022

Counterpoint Error-Detection Tools for Optical Music Recognition of Renaissance Polyphonic Music.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

A Transformer-Based "Spellchecker" for Detecting Errors in OMR Output.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Digitization of Choirbooks in Guatemala.
Proceedings of the DLfM '22: 9th International Conference on Digital Libraries for Musicology, 2022

2021
Lessons learned in a large-scale project to digitize and computationally analyze musical scores.
Digit. Scholarsh. Humanit., 2021

AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020
Automatic Figured Bass Annotation Using the New Bach Chorales Figured Bass Dataset.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

On Local Keys, Modulations, and Tonicizations: A Dataset and Methodology for Evaluating Changes of Key.
Proceedings of the DLfM '20: 7th International Conference on Digital Libraries for Musicology, 2020

Automatic Chord Labelling: A Figured Bass Approach.
Proceedings of the DLfM '20: 7th International Conference on Digital Libraries for Musicology, 2020

2019
Pattern Clustering in Monophonic Music by Learning a Non-Linear Embedding From Human Annotations.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

An Interactive Workflow for Generating Chord Labels for Homorhythmic Music in Symbolic Formats.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

The Art of Teaching Computers: The SIMSSA Optical Music Recognition Workflow System.
Proceedings of the 27th European Signal Processing Conference, 2019

The Mensural Scoring-up Tool.
Proceedings of the 6th International Conference on Digital Libraries for Musicology, 2019

Key-Finding Based on a Hidden Markov Model and Key Profiles.
Proceedings of the 6th International Conference on Digital Libraries for Musicology, 2019

A notation-based query language for searching in symbolic music.
Proceedings of the 6th International Conference on Digital Libraries for Musicology, 2019

2018
An Environment for Machine Pedagogy: Learning How to Teach Computers to Read Music.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

JSYMBOLIC 2.2: Extracting Features from Symbolic Music for use in Musicological and MIR Research.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Methodologies for Creating Symbolic Corpora of Western Music Before 1600.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

A Flexible Approach to Automated Harmonic Analysis: Multiple Annotations of Chorales by Bach and Prætorius.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Document Analysis of Music Score Images with Selectional Auto-Encoders.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Encoding matters.
Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

2017
Pixel-wise binarization of musical documents with convolutional neural networks.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

The Music Listening Histories Dataset.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Non-chord Tone Identification Using Deep Neural Networks.
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, 2017

PatternFinder: Content-Based Music Retrieval with music21.
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, 2017

One-Step Detection of Background, Staff Lines, and Symbols in Medieval Music Manuscripts with Convolutional Neural Networks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Pixelwise classification for music document analysis.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Pixel.js: Web-Based Pixel Classification Correction Platform for Ground Truth Creation.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Music Document Layout Analysis through Machine Learning and Human Feedback.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Staff-Line Detection on Grayscale Images with Pixel Classification.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
Automatic Music Recommendation Systems: Do Demographic, Profiling, and Contextual Features Improve Their Performance?.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Digitizing musical scores: Challenges and opportunities for libraries.
Proceedings of the 3rd International workshop on Digital Libraries for Musicology, 2016

Document Analysis for Music Scores via Machine Learning.
Proceedings of the 3rd International workshop on Digital Libraries for Musicology, 2016

Cross-Institutional Music Document Search.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

2014
Identifying time zones in a large dataset of music listening logs.
Proceedings of the SoMeRA'14, 2014

Correcting Large-Scale OMR Data with Crowdsourcing.
Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Introduction to SIMSSA (Single Interface for Music Score Searching and Analysis).
Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Accessing, navigating, and engaging with high-resolution document image collections using Diva.js.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

2013
Stompboxes: Kicking the Habit.
Proceedings of the 13th International Conference on New Interfaces for Musical Expression, 2013

Compositional Data Analysis of Harmonic Structures in Popular Music.
Proceedings of the Mathematics and Computation in Music - 4th International Conference, 2013

Musicbrainz for The World: The Chilean Experience.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Optical Measure Recognition in Common Music Notation.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Robotaba Guitar Tablature Transcription Framework.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

SIMSSA: Towards full-music search over a large collection of musical scores.
Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

2012
Digital preservation and access strategies for musical heritage: the Swiss RISM experience.
OCLC Syst. Serv., 2012

Optical music recognition: state-of-the-art and open issues.
Int. J. Multim. Inf. Retr., 2012

Creating a large-scale searchable digital collection from printed music materials.
Proceedings of the 21st World Wide Web Conference, 2012

One in the Jungle: Downbeat Detection in Hardcore, Jungle, and Drum and Bass.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Digital Document Image Retrieval Using Optical Music Recognition.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A Study of Intonation in Three-Part Singing using the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT).
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Neon.js: Neume Editor Online.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Diva: A Web-Based High-Resolution Digital Document Viewer.
Proceedings of the Theory and Practice of Digital Libraries, 2012

2011
Characterizing singing voice fundamental frequency trajectories.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Exploiting music structures for digital libraries.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Automatic Pitch Detection in Printed Square Notation.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Design and creation of a large-scale database of structural annotations.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

The potential for automatic assessment of trumpet tone quality.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

The Music Encoding Initiative as a Document-Encoding Framework.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Music Structure Segmentation Algorithm Evaluation: Expanding on MIREX 2010 Analyses and Datasets.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

An Expert Ground Truth Set for Audio Chord Recognition and Music Analysis.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2010
Ethnic music audio documents: From preservation to fruition.
Signal Process., 2010

A music search engine for therapeutic gait training.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Improving automatic music classification performance by extracting features from different types of data.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Using jWebMiner 2.0 to Improve Music Classification Performance by Combining Different Types of Features Mined from the Web.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Evaluating the Genre Classification Performance of Lyrical Features Relative to Audio, Symbolic and Cultural Features.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Fast vs Slow: Learning Tempo Octaves from User Data.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

An Interchange Format for Optical Music Recognition Applications.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Discovering Metadata Inconsistencies.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009
Real-Time Phase Vocoder Manipulation by Runner's Pace.
Proceedings of the 9th International Conference on New Interfaces for Musical Expression, 2009

Additions and Improvements in the ACE 2.0 Music Classifier.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Using ACE XML 2.0 to Store and Share Feature, Instance and Class Data for Musical Classification.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Optical Audio Reconstruction for Stereo Phonograph Records Using White Light Interferometry.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Interfaces for Document Representation in Digital Music Libraries.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

A Robust Border Detection Algorithm with Application to Medieval Music Manuscripts.
Proceedings of the 2009 International Computer Music Conference, 2009

jMIR: Tools for Automatic Music Classification.
Proceedings of the 2009 International Computer Music Conference, 2009

2008
A Comparative Study of Staff Removal Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Gamera Versus Aruspix: Two Optical Music Recognition Approaches.
Proceedings of the ISMIR 2008, 2008

Combining Features Extracted from Audio, Symbolic and Cultural Sources.
Proceedings of the ISMIR 2008, 2008

Enhanced Bleedthrough Correction for Early Music Documents with Recto-Verso Registration.
Proceedings of the ISMIR 2008, 2008

2007
Metadata Data Dictionary for Analog Sound Recordings.
Bull. IEEE Tech. Comm. Digit. Libr., 2007

On-demand Metadata Extraction Network (OMEN).
Bull. IEEE Tech. Comm. Digit. Libr., 2007

Music Information Retrieval Based on Signal Processing.
EURASIP J. Adv. Signal Process., 2007

Goal-directed evaluation for the improvement of optical music recognition on early music prints.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

MAP Adaptation to Improve Optical Music Recognition of Early Music Documents Using Hidden Markov Models.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

jWebMiner: A Web-Based Feature Extractor.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Alternative Digitization Approach for Stereo Phonograph Records Using Optical Audio Reconstruction.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Metadata Infrastructure for Sound Recordings.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

A Cross-Validated Study of Modelling Strategies for Automatic Chord Recognition in Audio.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

A Comparative Survey of Image Binarisation Algorithms for Optical Recognition on Degraded Musical Sources.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Reducing Costs for Digitising Early Music with Dynamic Adaptation.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

2006
Document Recognition for a Million Books.
D Lib Mag., 2006

Lilypond for pyScore: Approaching a universal translator for music notation.
Proceedings of the ISMIR 2006, 2006

A Large Publicly Accassible Prototype Audio Database for Music Research.
Proceedings of the ISMIR 2006, 2006

Musical genre classification: Is it worth pursuing and how can it be improved?
Proceedings of the ISMIR 2006, 2006

jAudio: Additions and Improvements.
Proceedings of the ISMIR 2006, 2006

Overview of OMEN.
Proceedings of the ISMIR 2006, 2006

Extending Audacity for Audio Annotation.
Proceedings of the ISMIR 2006, 2006

Data Dictionary: Metadata for Phonograph Records.
Proceedings of the ISMIR 2006, 2006

Feature Selection Pitfalls and Music Classification.
Proceedings of the ISMIR 2006, 2006

jSymbolic: A Feature Extractor for MIDI Files.
Proceedings of the 2006 International Computer Music Conference, 2006

2005
Metadata for Phonograph Records: Facilitating New Forms of Use and Access to Analog Sound Recordings.
Bull. IEEE Tech. Comm. Digit. Libr., 2005

The challenges in developing digital collections of phonograph records.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005

Beatbox Classification Using ACE.
Proceedings of the ISMIR 2005, 2005

ACE: A Framework for Optimizing Music Classification.
Proceedings of the ISMIR 2005, 2005

jAudio: An Feature Extraction Library.
Proceedings of the ISMIR 2005, 2005

Preservation Digitization of David Edelberg's Handel LP Collection: A Pilot Project.
Proceedings of the ISMIR 2005, 2005

Combining D2K and JGAP for Efficient Feature Weighting for Classification Tasks in Music Information Retrieval.
Proceedings of the ISMIR 2005, 2005

Ace: a General-Purpose Classification Ensemble Optimization Framework.
Proceedings of the 2005 International Computer Music Conference, 2005

2004
Aobachi: A New Interface for Japanese Drumming.
Proceedings of the New Interfaces for Musical Expression, 2004

Web Services for Music Information Retrieval.
Proceedings of the ISMIR 2004, 2004

Retrieval of percussion gestures using timbre classification techniques.
Proceedings of the ISMIR 2004, 2004

Automatic Genre Classification Using Large High-Level Musical Feature Sets.
Proceedings of the ISMIR 2004, 2004

Micro-level groundtruthing environment for OMR.
Proceedings of the ISMIR 2004, 2004

Towards Timbre Recognition of Percussive Sounds.
Proceedings of the 2004 International Computer Music Conference, 2004

2003
Recommended best practices for digital image capture of musical scores.
OCLC Syst. Serv., 2003

2002
Optical Music Interpretation.
Proceedings of the Structural, 2002

Using the Gamera framework for the recognition of cultural heritage materials.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

Digital Image Capture of Musical Scores.
Proceedings of the ISMIR 2002, 2002

Gamera: Optical music recognition in a new shell.
Proceedings of the 2002 International Computer Music Conference, 2002

2001
Strike Up the Score: Deriving Searchable and Playable Digital Formats from Sheet Music.
D Lib Mag., 2001

Digital music libraries - research and development.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

Audio Latency Measurements of Desktop Operating Systems.
Proceedings of the 2001 International Computer Music Conference, 2001

A System to Port Unit Generators Between Audio DSP Systems.
Proceedings of the 2001 International Computer Music Conference, 2001

2000
Digital Workflow Management: The Lester S. Levy Digitized Collection of Sheet Music.
First Monday, 2000

Optical Music Recognition System within a Large-Scale Digitization Project.
Proceedings of the ISMIR 2000, 2000

Realtime Recognition of Orchestral Instruments.
Proceedings of the 2000 International Computer Music Conference, 2000

1999
Piano Master Classes via the Internet.
Proceedings of the 1999 International Computer Music Conference, 1999

A Comparative Latency Study of Hardware and Software Pitch-trackers.
Proceedings of the 1999 International Computer Music Conference, 1999

Toward Real-time Recognition of Acoustic Musical Instruments.
Proceedings of the 1999 International Computer Music Conference, 1999

1998
Machine recognition of timbre using steady-state tone of acoustic musical instruments.
Proceedings of the 1998 International Computer Music Conference, 1998

The Computermusic Department at the Peabody Conservatory of the Johns Hopkins University.
Proceedings of the 1998 International Computer Music Conference, 1998

1996
Extraction of Conducting Gestures in 3D Space.
Proceedings of the 1996 International Computer Music Conference, 1996

Exemplar-based Learning in Adaptive Optical Music Recognition System.
Proceedings of the 1996 International Computer Music Conference, 1996

1994
Genetic Algorithms as a Method for Granular Synthesis Regulation.
Proceedings of the 1994 International Computer Music Conference, 1994

1992
Interactive Optical Music Recognition.
Proceedings of the 1992 International Computer Music Conference, 1992

1991
Optical Music Recognition: Progress Report.
Proceedings of the 1991 International Computer Music Conference, 1991

1989
Issues in the Design of an Optical Music Recognition System.
Proceedings of the 1989 International Computer Music Conference, 1989


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