• Publications
  • Influence
Fast approximated power iteration subspace tracking
TLDR
This paper introduces a fast implementation of the power iteration method for subspace tracking, based on an approximation that is less restrictive than the well-known projection approximation. Expand
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Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals
TLDR
In this paper, we propose a new approach for the estimation and extraction of the main melody (and in particular the leading vocal part) from polyphonic audio signals. Expand
  • 173
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Vocal detection in music with support vector machines
TLDR
We propose a statistical learning approach for the automatic detection of vocal regions in a polyphonic musical signal. Expand
  • 80
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Transcription and Separation of Drum Signals From Polyphonic Music
  • O. Gillet, G. Richard
  • Computer Science
  • IEEE Transactions on Audio, Speech, and Language…
  • 1 March 2008
TLDR
A complete drum transcription system is described, which combines information from the original music signal and a drum track enhanced version obtained by source separation. Expand
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Signal Processing for Music Analysis
TLDR
Music signal processing may appear to be the junior relation of the large and mature field of speech signal processing, not least because many techniques and representations originally developed for speech have been applied to music, often with good results. Expand
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Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges
TLDR
Melody extraction algorithms aim to produce a sequence of frequencies corresponding to the pitch of the dominant melody from a musical recording. Expand
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Events Detection for an Audio-Based Surveillance System
TLDR
The present research deals with audio events detection in noisy environments for a multimedia surveillance application. Expand
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YAAFE, an Easy to Use and Efficient Audio Feature Extraction Software
TLDR
In this paper, a new audio feature extraction software, YAAFE 1 , is presented and compared to widely used libraries. Expand
  • 166
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A Musically Motivated Mid-Level Representation for Pitch Estimation and Musical Audio Source Separation
TLDR
We propose a source/filter signal model which provides a mid-level representation of an audio mixture power spectrum as a decomposition onto a dictionary of pre-defined spectral shapes. Expand
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Temporal Integration for Audio Classification With Application to Musical Instrument Classification
TLDR
We propose a number of methods for early and late temporal integration and provide an experimental study on their interest for the task of musical instrument recognition on solo musical phrases. Expand
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