Volume 12 (2024)
Volume 11 (2023)
Volume 10 (2022)
Volume 9 (2021)
Volume 8 (2020)
Volume 7 (2019)
Volume 6 (2018)
Volume 5 (2017)
Volume 4 (2016)
Volume 3 (2015)
Volume 2 (2014)
Volume 1 (2013)
H.6.5.13. Signal processing
Deep Learning Approach for Robust Voice Activity Detection: Integrating CNN and Self-Attention with Multi-Resolution MFCC

Khadijeh Aghajani

Volume 12, Issue 3 , July 2024, , Pages 337-347

https://doi.org/10.22044/jadm.2024.14839.2582

Abstract
  Voice Activity Detection (VAD) plays a vital role in various audio processing applications, such as speech recognition, speech enhancement, telecommunications, satellite phone, and noise reduction. The performance of these systems can be enhanced by utilizing an accurate VAD method. In this paper, multiresolution ...  Read More

Voice Activity Detection using Clustering-based Method in Spectro-Temporal Features Space

N. Esfandian; F. Jahani bahnamiri; S. Mavaddati

Volume 10, Issue 3 , July 2022, , Pages 401-409

https://doi.org/10.22044/jadm.2022.11439.2304

Abstract
  This paper proposes a novel method for voice activity detection based on clustering in spectro-temporal domain. In the proposed algorithms, auditory model is used to extract the spectro-temporal features. Gaussian Mixture Model and WK-means clustering methods are used to decrease dimensions of the spectro-temporal ...  Read More