CNN-MoE based framework for classification of respiratory anomalies and lung disease detection
This paper presents and explores a robust deep learning framework for auscultation
analysis. This aims to classify anomalies in respiratory cycles and detect diseases, from …
analysis. This aims to classify anomalies in respiratory cycles and detect diseases, from …
An analysis of state-of-the-art activation functions for supervised deep neural network
This paper provides an analysis of state-of-the-art activation functions with respect to
supervised classification of deep neural network. These activation functions comprise of …
supervised classification of deep neural network. These activation functions comprise of …
A two-stage approach to device-robust acoustic scene classification
To improve device robustness, a highly desirable key feature of a competitive data-driven
acoustic scene classification (ASC) system, a novel two-stage system based on fully …
acoustic scene classification (ASC) system, a novel two-stage system based on fully …
Acoustic scene classification using deep cnns with time-frequency representations
The acoustic scene classification (ASC) problem is getting more and more attention. State-of-
the-art systems commonly utilize CNNs to learn high-level semantic information from the …
the-art systems commonly utilize CNNs to learn high-level semantic information from the …
[图书][B] Robust deep learning frameworks for acoustic scene and respiratory sound classification
LD Pham - 2021 - search.proquest.com
Abstract Although research on Acoustic Scene Classification (ASC) is very close to, or even
overshadowed by different popular research areas known as Automatic Speech Recognition …
overshadowed by different popular research areas known as Automatic Speech Recognition …
A Low-Compexity Deep Learning FrameworkFor Acoustic Scene Classification
L Pham, H Tang, A Jalal, A Schindler, R King - 2021 - osf.io
In this paper, we presents a low-complexitydeep learning frameworks for acoustic scene
classification (ASC). The proposed framework can be separated into threemain steps: Front …
classification (ASC). The proposed framework can be separated into threemain steps: Front …