Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts
In this paper, we propose lightweight deep neural networks for Acoustic Scene Classification
(ASC) and a visualization method for presenting a sound scene context. To this end, we first …
(ASC) and a visualization method for presenting a sound scene context. To this end, we first …
Robust, general, and low complexity acoustic scene classification systems and an effective visualization for presenting a sound scene context
In this paper, we present a comprehensive analysis of Acoustic Scene Classification (ASC),
the task of identifying the scene of an audio recording from its acoustic signature. In …
the task of identifying the scene of an audio recording from its acoustic signature. In …
An audio-visual dataset and deep learning frameworks for crowded scene classification
In this paper, we present the task of audio-visual scene classification (SC) where input
videos are classified into one of five real-life crowded scenes:'Riot','Noise-Street','Firework …
videos are classified into one of five real-life crowded scenes:'Riot','Noise-Street','Firework …
Bi-level Acoustic Scene Classification Using Lightweight Deep Learning Model
V Spoorthy, SG Koolagudi - Circuits, Systems, and Signal Processing, 2024 - Springer
Identifying a scene based on the environment in which the related audio is recorded is
known as acoustic scene classification (ASC). In this paper, a bi-level light-weight …
known as acoustic scene classification (ASC). In this paper, a bi-level light-weight …
[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 …
[PDF][PDF] Towards Low Complexity Model for Audio Event Detection
In our daily life, we come across different types of information, for example in the format of
multimedia and text. We all need different types of information for our common routines as …
multimedia and text. We all need different types of information for our common routines as …