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 …
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 …
evolved as a research topic over recent years. The need to classify audio into categories …
Feature extraction for speech and music discrimination
Driven by the demand of information retrieval, video editing and human-computer interface,
in this paper we propose a novel spectral feature for music and speech discrimination. This …
in this paper we propose a novel spectral feature for music and speech discrimination. This …
Detection of post apnea sounds and apnea periods from sleep sounds
E Karci, YS Dogrusoz, T Ciloglu - 2011 Annual International …, 2011 - ieeexplore.ieee.org
Obstructive Sleep Apnea Syndrome (OSAS) is defined as a sleep related breathing disorder
that causes the body to stop breathing for about 10 seconds and mostly ends with a loud …
that causes the body to stop breathing for about 10 seconds and mostly ends with a loud …
Comparison of wavelet based feature extraction methods for speech/music discrimination
In this study, performance of wavelet transform based features for the speech/music
discrimination task has been investigated. In order to extract wavelet domain features …
discrimination task has been investigated. In order to extract wavelet domain features …
Radio with dual sided audio
DA Gruenhagen, J Alfaro, KF Mueller… - US Patent …, 2012 - Google Patents
One embodiment of the invention is a dual-sided radio. The dual-sided radio can include an
audio-side having a primary transducer that projects a primary sound in a front direction, and …
audio-side having a primary transducer that projects a primary sound in a front direction, and …
Discrete and Dual Tree Wavelet Features for Real‐Time Speech/Music Discrimination
The performance of wavelet transform‐based features for the speech/music discrimination
task has been investigated. In order to extract wavelet domain features, discrete and …
task has been investigated. In order to extract wavelet domain features, discrete and …
Speech/music discrimination by detection: Assessment of time series events using ROC graphs
M Alnadabi, S Johnstone - 2009 6th International Multi …, 2009 - ieeexplore.ieee.org
This paper suggests the application of the Receiver Operating Characteristics (ROC) graph
to assess the performance of any speech/music discrimination method. ROC graphs are …
to assess the performance of any speech/music discrimination method. ROC graphs are …
Speech/Music Discrimination: Novel Features in Time Domain
M Alnadabi, M SAEID - 2010 - etheses.dur.ac.uk
This research aimed to find novel features that can be used to discriminate between speech
and music in the time domain for the purpose of data retrieval. The study used speech and …
and music in the time domain for the purpose of data retrieval. The study used speech and …