Index • MLVC

ResearchResearch DatasetDataset ExperimentsExperiments

Research
- Abstract
- Research Objectives
- Problem definition
- Limitations
- Project Architecture
- DL Pipeline
- Technology Stack
- Data Collection
- Scraping
  Streaming Service APIs
  Quality of data
  Store Data
  Transformation & Cleaning
- Dataset
  Design Principles
  Taxonomy Construction
  Descriptive Statistics
- Exploratory data analysis
- Audio Analysis
- Feature Extraction
- Pre-processing
- Model
- Convolutional Neural Network (CNN)
- Architecture
- Training
- Performance
- Conclusions
- Contribution
- Discussion
- Endnotes
- Sources
- References
- Audio Datasets
Dataset
Experiments
- Experiments
- Archive
- Binary Classification
  Training
  Experiment 1
  Experiment 2
  Experiment 3
  Experiment 4
  Experiment 5
Technology
- Pytorch (opens in a new tab)
- torch audio (opens in a new tab)

MLVC 2023 - This website is an online documentation of Antonis kalagkatsis' MSc thesis in the National and Kapodistrian University of Athens, Department of Communication and Media Studies, Digital Communication Media and Interaction Environments