A tutorial on signal energy and its applications
This tutorial, dedicated both to young professionals and students working with digital signal
processing and pattern recognition, introduces three feature extraction approaches based …
processing and pattern recognition, introduces three feature extraction approaches based …
Acoustic classification and segmentation using modified spectral roll-off and variance-based features
This paper presents novel features and an architecture for an automatic on-line acoustic
classification and segmentation system. The system includes speech/non-speech …
classification and segmentation system. The system includes speech/non-speech …
Stacked auto-encoders based visual features for speech/music classification
With the rapid rise of online available content, multimedia signal processing has become an
important area of research. The output of the speech/music classifier (SMC) is further used …
important area of research. The output of the speech/music classifier (SMC) is further used …
Enhanced audio classification leveraging pre-trained deep visual models
The differentiation between speech and music poses a prevalent issue in audio analytic,
specifically in dividing audio streams into segments and accurately labeling them as either …
specifically in dividing audio streams into segments and accurately labeling them as either …
Speech protected noise cancellation system in noise dominated environments
People working in noisy environments should wear hearing protective devices (HPD) to
prevent noise-induced hearing loss. Since traditional HPDs suppress all sounds in the …
prevent noise-induced hearing loss. Since traditional HPDs suppress all sounds in the …
Classification of broadcast news audio data employing binary decision architecture
A novel binary decision architecture (BDA) for broadcast news audio classification task is
presented in this paper. The idea of develo** such architecture came from the fact that the …
presented in this paper. The idea of develo** such architecture came from the fact that the …
Audio classification utilizing a rule-based approach and the support vector machine classifier
The evaluation of two classification architectures utilizing the rule-based approach and the
one-against-one support vector machine (OAO-SVM) is presented in this paper. The …
one-against-one support vector machine (OAO-SVM) is presented in this paper. The …
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 …
[PDF][PDF] Speech/music classification based on the higher-order moments of subband energy
JS Seo - Journal of Korea Multimedia Society, 2018 - koreascience.kr
This paper presents a study on the performance of the higher-order moments for
speech/music classification. For a successful speech/music classifier, extracting features that …
speech/music classification. For a successful speech/music classifier, extracting features that …
Qos estimation and prediction of input modality in degraded ip networks
This paper evaluates the impact of combined transcoding and packet loss degradation on
speech as input for the interactive voice response service (IVR) and proposes a method for …
speech as input for the interactive voice response service (IVR) and proposes a method for …