An overview of applications and advancements in automatic sound recognition

RV Sharan, TJ Moir - Neurocomputing, 2016 - Elsevier
Automatic sound recognition (ASR) has attracted increased and wide ranging interests in
recent years. In this paper, we carry out a review of some important contributions in ASR …

Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM

RV Sharan, TJ Moir - Neurocomputing, 2015 - Elsevier
This paper builds on the technique of feature extraction from the spectrogram image of
sound signals for automatic sound recognition. The spectrogram image is divided into …

SVM-based automatic classification of musical instruments

J Liu, L Xie - 2010 international conference on intelligent …, 2010 - ieeexplore.ieee.org
Instrumental music is often classified or retrieved in terms of instruments played in it. With a
large database consists of Chinese traditional music and western classical music, this paper …

Instrument library (MUMS) revised

T Eerola, R Ferrer - Music Perception, 2008 - online.ucpress.edu
AN OVERVIEW OF THE MAIN INSTRUMENT SAMPLE libraries used in psychoacoustics,
sound analysis, and instrument classification research is presented. One of the central …

MIRAI: Multi-hierarchical, FS-tree based music information retrieval system

ZW Raś, X Zhang, R Lewis - … , RSEISP 2007, Warsaw, Poland, June 28-30 …, 2007 - Springer
With the fast booming of online music repositories, there is a need for content-based
automatic indexing which will help users to find their favorite music objects in real time …

Music instrument estimation in polyphonic sound based on short-term spectrum match

W Jiang, A Wieczorkowska, ZW Raś - Foundations of Computational …, 2009 - Springer
Recognition and separation of sounds played by various instruments is very useful in
labeling audio files with semantic information. This is a non-trivial task requiring sound …

Representations of music in ranking rhythmic hypotheses

J Wojcik, B Kostek - Advances in Music Information Retrieval, 2010 - Springer
The chapter presents first the main issues related to music information retrieval (MIR)
domain. Within this domain, there exists a variety of approaches to musical instrument …

Musical instrument classification using higher order spectra and MFCC

FI Kazi, DG Bhalke - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
Higher order statistics in signal processing plays very important role to extract additional
information from signals than second order statistics. This paper used higher order spectra …

Comparison of performance in automatic classification between Chinese and Western musical instruments

J Liu, L Xie - 2010 WASE International Conference on …, 2010 - ieeexplore.ieee.org
Classification of musical instrument is resulted from musicology. Thus, automatic
identification of instrument families not only benefits the study in musicology, but also worth …

Polyphonic music information retrieval based on multi-label cascade classification system

W Jiang, A Cohen, ZW Raś - Advances in Information and Intelligent …, 2009 - Springer
With the fast booming of online music repositories, there are increasing needs for content-
based Automatic Indexing to help users find their favorite music objects. Melody matching …