Browsing Electronic Engineering and Computer Science by Title
Now showing items 1759-1778 of 3495
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Learning Music Representations with wav2vec 2.0
(IEEE, 2023-12-07)Learning music representations that are general- purpose offers the flexibility to finetune several downstream tasks using smaller datasets. The wav2vec 2.0 speech representation model showed promising results in many ... -
Learning to code through web audio: A team-based learning approach
(Audio Engineering Society, 2020-10-06)In this article, we discuss the challenges and opportunities provided by teaching programming using web audio technologies and adopting a team-based learning (TBL) approach among a mix of colocated and remote students, ... -
Learning to detect an animal sound from five examples
(Elsevier, 2023-08-10)Automatic detection and classification of animal sounds has many applications in biodiversity monitoring and animal behavior. In the past twenty years, the volume of digitised wildlife sound available has massively increased, ... -
Learning to Generate Genotypes with Neural Networks
Neural networks and evolutionary computation have a rich intertwined history. They most commonly appear together when an evolutionary algorithm optimises the parameters and topology of a neural network for reinforcement ... -
Learning With Imbalanced Data in Smart Manufacturing: A Comparative Analysis
(IEEE, 2020-12-28)The Internet of Things (IoT) paradigm is revolutionising the world of manufacturing into what is known as Smart Manufacturing or Industry 4.0. The main pillar in smart manufacturing looks at harnessing IoT data and leveraging ... -
Learning-Based MIMO Detection With Dynamic Spatial Modulation
(2023-12-01)In this paper, we investigate signal detection in emerging dynamic spatial modulation (DSM) based MIMO systems, where the existing mapping and detection methods do not work efficiently. In order to address this issue, we ... -
Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector.
(2023-11-07)Optical coherence tomography (OCT) is an emerging imaging tool in healthcare with common applications in ophthalmology for the detection of retinal diseases and in dentistry for the early detection of tooth decay. Speckle ... -
Leveraging aspect phrase embeddings for cross-domain review rating prediction
(PeerJ, 2019-10-07)Online review platforms are a popular way for users to post reviews by expressing their opinions towards a product or service, and they are valuable for other users and companies to find out the overall opinions of customers. ... -
Leveraging label hierarchies for few-shot everyday sound recognition
(2022-11-03)Everyday sounds cover a considerable range of sound categories in our daily life, yet for certain sound categories it is hard to collect sufficient data. Although existing works have applied few-shot learning paradigms to ... -
Leveraging Neural Representations for Audio Manipulation
(2023-04-10)We investigate applying audio manipulations using pretrained neural network-based autoencoders as an alternative to traditional signal processing methods, since the former may provide greater semantic or perceptual ... -
Leveraging synthetic data for improving chamber ensemble separation
(IEEE, 2023-10-22)In this work, we tackle the challenging problem of separating monophonic instrument mixtures found in chamber music from monaural recordings. This task differs from the Music Demixing Challenge where the task is to separate ...