Signal Processing Methods for Music Transcription

Effective use of multimedia for computer-assisted musical instrument tutoring

Proceedings of the international workshop on Educational multimedia and multimedia education

Multi-pitch estimation

Signal Processing

Pitch estimation for musical sound including percussion sound using comb filters and autocorrelation function

AMTA'07 Proceedings of the 8th WSEAS international conference on Acoustics & music: theory & applications

Automatic transcription of melody, bass line, and chords in polyphonic music

Computer Music Journal

Red light spotters: images-driven sound and rhythm landscape

SAME '08 Proceedings of the 1st ACM international workshop on Semantic ambient media experiences

Efficient Bayesian inference for harmonic models via adaptive posterior factorization

Neurocomputing

Fast communication: New algorithm based on spectral distance maximization to deal with the overlapping partial problem in note-event detection

Signal Processing

Graph-Based Representation of Symbolic Musical Data

GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition

A computationally efficient method for polyphonic pitch estimation

EURASIP Journal on Advances in Signal Processing

Access to ethnic music: Advances and perspectives in content-based music information retrieval

Signal Processing

Drum loop pattern extraction from polyphonic music audio

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo

Environmental sound classification based on feature collaboration

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo

Music emotion classification and context-based music recommendation

Multimedia Tools and Applications

Adaptive harmonic spectral decomposition for multiple pitch estimation

IEEE Transactions on Audio, Speech, and Language Processing

Multipitch estimation of piano sounds using a new probabilistic spectral smoothness principle

IEEE Transactions on Audio, Speech, and Language Processing

The informatics philharmonic

Communications of the ACM

Correntropy function for fundamental frequency determination of musical instrument samples

Expert Systems with Applications: An International Journal

Trends in onset detection

Proceedings of the 2011 Workshop on Open Source and Design of Communication

All that jazz in the random forest

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems

Transcription of musical audio using Poisson point processes and sequential MCMC

CMMR'10 Proceedings of the 7th international conference on Exploring music contents

Pattern induction and matching in music signals

CMMR'10 Proceedings of the 7th international conference on Exploring music contents

Songs2See and GlobalMusic2One: two applied research projects in music information retrieval at Fraunhofer IDMT

CMMR'10 Proceedings of the 7th international conference on Exploring music contents

A multimodal music transcription prototype: first steps in an interactive prototype development

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces

Wavelet ridges for musical instrument classification

Journal of Intelligent Information Systems

An automatic music transcription based on translation of spectrum and sound path estimation

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

Playing in unison in the random forest

SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems

Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals

Proceedings of the 21st international conference companion on World Wide Web

Comparing onset detection methods based on spectral features

Proceedings of the Workshop on Open Source and Design of Communication

Auditory inspired methods for localization of multiple concurrent speakers

Computer Speech and Language

Automatic melodic and structural analysis of music material for enriched concert related experiences

Proceedings of the 21st ACM international conference on Multimedia

Query by humming: Automatically building the database from music recordings

Pattern Recognition Letters

Multi-pitch Streaming of Harmonic Sound Mixtures

IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)

Automatic music transcription: challenges and future directions

Journal of Intelligent Information Systems

Feature learning and deep architectures: new directions for music informatics

Journal of Intelligent Information Systems