Results
3
repositories owned by
Ilia Zenkov
transformer-cnn-emotion-recognition
211
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41
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Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between
sklearn-audio-classification
70
Stars
17
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An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
async-pubmed-scraper
28
Stars
15
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PubMed scraper for async search on a list of keywords and concurrent extraction of all found URLs, returning a DataFrame/CSV containing all article data (title, abstract, authors, affiliations, etc)