Curating a strongly labelled urban sound dataset for deep neural network training

The success of deep learning relies on massive training data. However, obtaining large-scale labeled data is not easy, which is expensive and time-consuming. Addressing the complexities of urban soundscapes, this research explores the use of real-world audio data from Singapore to enhance urban soun...

Full description

Saved in:
Bibliographic Details
Main Author: Wang, Qingqing
Other Authors: Gan Woon Seng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177273
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English