no code implementations • 17 Nov 2022 • Md. Istiaq Ansari, Taufiq Hasan
In this paper, we present SpectNet, an integrated front-end layer that extracts spectrogram features within a CNN architecture that can be used for audio pattern recognition tasks.
no code implementations • 3 Jun 2021 • Farhat Binte Azam, Md. Istiaq Ansari, Ian Mclane, Taufiq Hasan
Based on the analysis, we propose a combination of linear and logarithmic spectrogram-image features.
1 code implementation • 29 Sep 2019 • Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan
Cardiac auscultation is the most practiced non-invasive and cost-effective procedure for the early diagnosis of heart diseases.
Signal Processing