A wavelet-based parameterization for speech/music discrimination

E Didiot, I Illina, D Fohr, O Mella - Computer Speech & Language, 2010 - Elsevier
This paper addresses the problem of parameterization for speech/music discrimination. The
current successful parameterization based on cepstral coefficients uses the Fourier …

A fast and robust speech/music discrimination approach

WQ Wang, W Gao, DW Ying - … , 2003 and the Fourth Pacific Rim …, 2003 - ieeexplore.ieee.org
This paper presents a simple and effective approach to discriminate speech and music. First,
the proposed modified low energy ratio is extracted from each window-level segment as the …

Sound classification in a smart room environment: an approach using GMM and HMM methods

M Vacher, JF Serignat, S Chaillol - The 4th IEEE Conference on Speech …, 2007 - hal.science
Because of cost or convenience reasons, patients or elderly people would be hospitalized at
home and smart information systems would be needed in order to assist human operators …

Machine-learning based classification of speech and music

MKS Khan, WG Al-Khatib - Multimedia Systems, 2006 - Springer
The need to classify audio into categories such as speech or music is an important aspect of
many multimedia document retrieval systems. In this paper, we investigate audio features …

[PDF][PDF] Unsupervised feature learning for speech and music detection in radio broadcasts

J Schlüter, R Sonnleitner - Proceedings of the 15th International Conference …, 2012 - dafx.de
Detecting speech and music is an elementary step in extracting information from radio
broadcasts. Existing solutions either rely on general-purpose audio features, or build on …

Speech and sound use in a remote monitoring system for health care

M Vacher, JF Serignat, S Chaillol, D Istrate… - … Conference on Text …, 2006 - Springer
Ageing affects the economic and social foundations of societies at world level. Health care
has to respond to the challenge that population ageing presents. Medical remote monitoring …

Efficient implementation of an SVM-based speech/music classifier by enhancing temporal locality in support vector references

C Lim, SR Lee, JH Chang - IEEE Transactions on Consumer …, 2012 - ieeexplore.ieee.org
Speech/music classification is an integral part of various consumer electronics applications
such as audio codecs, multimedia document indexing, and automatic speech recognition …

Automatic classification of speech and music using neural networks

MKS Khan, WG Al-Khatib, M Moinuddin - Proceedings of the 2nd ACM …, 2004 - dl.acm.org
The importance of automatic discrimination between speech signals and music signals has
evolved as a research topic over recent years. The need to classify audio into categories …

Two-stage speech/music classifier with decision smoothing and sharpening in the EVS codec

V Malenovsky, T Vaillancourt, W Zhe… - … on Acoustics, Speech …, 2015 - ieeexplore.ieee.org
In most internationally recognized standardized multi-mode codecs, signal classification is
performed in a single step by either linear discrimination or SNR-based metrics. The …

A general audio classifier based on human perception motivated model

H Harb, L Chen - Multimedia Tools and Applications, 2007 - Springer
The audio channel conveys rich clues for content-based multimedia indexing. Interesting
audio analysis includes, besides widely known speech recognition and speaker …