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A wavelet-based parameterization for speech/music discrimination
This paper addresses the problem of parameterization for speech/music discrimination. The
current successful parameterization based on cepstral coefficients uses the Fourier …
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 …
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 …
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 …
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 …
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
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 …
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 …
such as audio codecs, multimedia document indexing, and automatic speech recognition …
Automatic classification of speech and music using neural networks
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 …
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 …
performed in a single step by either linear discrimination or SNR-based metrics. The …
A general audio classifier based on human perception motivated model
The audio channel conveys rich clues for content-based multimedia indexing. Interesting
audio analysis includes, besides widely known speech recognition and speaker …
audio analysis includes, besides widely known speech recognition and speaker …